Annual Report
2023
Annual Report 202
3
Our Mission
To create a world where
all relationships are healthy
and equitable, through
Kind Connections.
Jonathan C. Korngold
Director
Jennifer B. Morgan
Director
Elisa A. Steele
Director
Pamela A. Thomas-Graham
Director
Bumble Inc.
Corporate Information
Board of Directors
Director
R. Lynn Atchison
Director
Matthew S. Bromberg
Director
Amy M. Grin
Director
Executive Ocers
Anuradha B. Subramanian
Chief Financial Ocer
Stock Exchange
Bumble Inc. stock is listed for trading on
Nasdaq under the ticker symbol “BMBL.
Transfer Agent
Registered stockholder records are
maintained by our transfer agent:
Computershare
150 Royall Street
Canton MA 02021
US Toll-Free: 1-800-736-3001
International: 1-781-575-3100
Web: computershare.com/investor
Email: web.queries@computershare.com
Annual Stockholders Meeting Materials
A copy of the Company’s annual report
led with the Securities and Exchange
Commission (Form 10-K) and Notice &
Proxy Statement will be furnished without
charge to any shareholder upon request.
By Internet:
www.proxyvote.com
Whitney Wolfe Herd
Founder and Executive Chair
Ann Mather
Lead Director
Lidiane S. Jones
Chief Executive Ocer and
Sissie L. Hsiao
Director
Whitney Wolfe Herd
Founder and Executive Chair
Lidiane S. Jones
Chief Executive Ocer and
Director
By Email:
Investor Relations
Bumble Inc.
1105 West 41st Street
Austin, TX 78756
ir.bumble.com
By Phone:
1-800-579-1639
Annual Report
2023
UNITED STATES
SECURITIESAND EXCHANGECOMMISSION
Washington, D.C. 20549
FORM 10-K
(MarkOne)
ANNUAL REPORT PURSUANTTOSECTION 13 OR 15(d) OF THESECURITIES EXCHANGEACT OF 1934
Forthe fiscal year endedDecember31, 2023
OR
TRANSITIONREPORTPURSUANTTOSECTION 13 OR 15(d) OF THESECURITIES EXCHANGEACT OF 1934
FORTHE TRANSITIONPERIODFROM
TO
Commission File Number 001-40054
Bumble Inc.
(ExactnameofRegistrantasspecified in itsCharter)
Delaware 85-3604367
(State or otherjurisdictionof
incorporationororganization)
(I.R.S.Employer
Identification No.)
1105 West 41stStreet
Austin,Texas
78756
(Addressofprincipal executive offices)(ZipCode)
Registrant’s telephonenumber, including area code:(512) 696-1409
Securities registered pursuanttoSection12(b) of theAct:
Titleofeachclass
Trading
Symbol(s)Nameofeachexchangeonwhich registered
ClassAcommonstock,par value $0.01 pershare BMBL TheNasdaqStock Market LLC
Securities registered pursuanttoSection12(g) of theAct: None
Indicatebycheck mark if theRegistrantisawell-knownseasonedissuer,asdefined in Rule 405 of theSecuritiesAct.YES NO
Indicatebycheck mark if theRegistrantisnot requiredtofilereports pursuanttoSection13or15(d) of theAct.YES NO
Indicatebycheck mark whetherthe Registrant:(1) hasfiledall reports requiredtobefiledbySection13or15(d) of theSecuritiesExchange Actof1934 duringthe
preceding12months (orfor such shorterperiodthatthe Registrant wasrequiredtofile such reports), and(2) hasbeen subject to such filingrequirementsfor thepast90
days.YES NO
Indicatebycheck mark whetherthe Registrant hassubmittedelectronically everyInteractiveDataFilerequiredtobesubmittedpursuanttoRule405 of RegulationS-T
232.405 of this chapter) duringthe preceding 12 months (orfor such shorterperiodthatthe Registrant wasrequiredtosubmit such files).YES NO
Indicatebycheck mark whetherthe registrant is alarge accelerated filer, an accelerated filer, anon-accelerated filer, smallerreportingcompany, or an emerging growth
company. Seethe definitions of “large accelerated filer,”“accelerated filer,”“smallerreporting company,” and“emerging growth company” in Rule 12b-2ofthe
Exchange Act.
Largeaccelerated filer
Accelerated filer
Non-accelerated filer
Smallerreportingcompany
Emerging growth company
If an emerging growth company, indicatebycheck mark if theregistranthas electednot to usethe extendedtransitionperiodfor complyingwith anynew or revised
financialaccountingstandardsprovidedpursuanttoSection13(a) of theExchange Act.
Indicatebycheck mark whetherthe registrant hasfiledareport on andattestationtoits management’s assessmentofthe effectivenessofits internal controlover
financialreportingunderSection 404(b) of theSarbanes-OxleyAct (15U.S.C.7262(b))bythe registered public accountingfirmthatpreparedorissued itsauditreport.
If securities areregisteredpursuanttoSection12(b) of theAct,indicatebycheck mark whetherthe financialstatementsofthe registrant includedinthe filing reflect the
correctionofanerrortopreviously issued financialstatements.
Indicatebycheck mark whetherany of thoseerrorcorrections arerestatementsthatrequiredarecovery analysis of incentive-based compensationreceivedbyany of the
registrant’s executiveofficersduringthe relevant recovery period pursuantt240.10D-1(b).
Indicatebycheck mark whetherthe Registrant is ashell company(as definedinRule12b-2ofthe Exchange Act).YES NO
As of June 30, 2023, whichwas thelastbusinessday of theregistrant’smostrecently completedsecond fiscal quarter,the market valueofthe shares of theregistrant’s
ClassAcommonstock held by non-affiliates of theregistrantwas approximately $1,661,183,147 basedupon theclosing priceof$16.78 pershare as reportedbyThe
Nasdaq StockMarketLLC on that date.
As of January 31, 2024, Bumble Inc. had129,422,501 shares of ClassAcommonstock,par value$0.01 pershare,outstanding and20sharesofClass Bcommonstock,
parvalue $0.01 pershare,outstanding.
AuditorFirmId: 42 AuditorName: Ernst&Young LLP AuditorLocation: NewYork, NY,USA
DOCUMENTS INCORPORATED BY REFERENCE
Portions of theregistrant’sdefinitiveproxy statementrelatingtoits 2024 AnnualMeetingofStockholders,orProxy Statement, to be filedhereafterare incorporated by
referenceintoPartIII of this AnnualReportonForm10-K. Exceptwithrespect to informationspecifically incorporated by referenceintothisAnnualReport, theProxy
Statementshall not be deemed to be filedasparthereof.
1
TableofContents
Page
PART I
Item 1. Business ................................................................................................................................................................... 7
Item 1A. Risk Factors.............................................................................................................................................................. 14
Item 1B. Unresolved StaffComments.................................................................................................................................... 44
Item 1C Cybersecurity ........................................................................................................................................................... 44
Item 2. Properties.................................................................................................................................................................. 45
Item 3. LegalProceedings .................................................................................................................................................... 46
Item 4. Mine Safety Disclosures.......................................................................................................................................... 47
Item 4A. InformationAbout OurExecutiveOfficers ............................................................................................................. 47
PART II
Item 5. Market forRegistrant’sCommonEquity,Related StockholderMatters andIssuer PurchasesofEquity
Securities..................................................................................................................................................................
48
Item 6. Reserved................................................................................................................................................................... 50
Item 7. Management’s Discussion andAnalysisofFinancial Conditionand Results of Operations.................................. 51
Item 7A. Quantitativeand QualitativeDisclosures About Market Risk................................................................................. 70
Item 8. FinancialStatementsand Supplementary Data........................................................................................................ 71
Item 9. Changesinand Disagreements With Accountants on Accountingand FinancialDisclosure................................. 116
Item 9A. Controls andProcedures .......................................................................................................................................... 116
Item 9B. OtherInformation..................................................................................................................................................... 116
Item 9C. Disclosure RegardingForeign Jurisdictions that PreventInspections 116
PART III
Item 10. Directors, ExecutiveOfficers andCorporateGovernance....................................................................................... 117
Item 11. Executive Compensation.......................................................................................................................................... 117
Item 12. Security OwnershipofCertain Beneficial Ownersand Management andRelated StockholderMatters................ 117
Item 13. CertainRelationships andRelated Transactions,and Director Independence........................................................ 117
Item 14. PrincipalAccountantFees andServices .................................................................................................................. 117
PART IV
Item 15. Exhibits,Financial StatementSchedules ................................................................................................................. 118
Item 16. Form 10-KSummary ............................................................................................................................................... 121
2
CAUTIONARY STATEMENTREGARDING FORWARD-LOOKING STATEMENTS
This AnnualReportonForm10-K, or this AnnualReport, contains “forward-looking statements”within themeaningofthe Private
Securities LitigationReformAct of 1995. Theseforward-looking statements reflect thecurrent viewsofmanagementofBumbleInc.
with respect to,among otherthings,its operations,including therecently announced plan to implementaglobalworkforce reduction
andrestructuring of our operations andits expected impact,its financialperformance, itsindustryand its business. Forward-looking
statements include allstatementsthatare not historical facts. In some cases,you can identifythese forward-looking statements by the
useofwords such as “outlook,” “believe(s),”“expect(s),”“potential,” “continue(s),”“may,” “will,”“should,” “could,” “would,”
“seek(s),”“predict(s),” “intend(s),” “trends,” “plan(s),” “estimate(s),”“anticipates,” “projection,” “willlikelyresult” andorthe
negative versionofthese wordsorother comparable wordsofafuture or forward-looking nature.Suchforward-looking statements are
subject to various risksand uncertainties. Accordingly, thereare or will be important factorsthatcouldcause actualoutcomesor
results to differmaterially fromthoseindicated in thesestatements. Thesefactorsinclude but arenot limitedtothosedescribed in Part
I, “Item1A—Risk Factors”.These factorsshouldnot be construedasexhaustiveand shouldberead in conjunctionwith theother
cautionary statements that areincludedinthisAnnualReport. Bumble Inc. undertakes no obligationtopublicly update or review any
forward-looking statements,whether as aresultofnew information, future developments or otherwise, except as requiredbylaw.
ABOUTTHISANNUAL REPORT
FinancialStatement Presentation
This AnnualReportincludescertain historical consolidated financialand otherdatafor Buzz Holdings L.P.,aDelaware limited
partnership(“BumbleHoldings”).BumbleHoldings wasformedprimarily as avehicle to financethe acquisition (the “Sponsor
Acquisition”)onJanuary 29, 2020 of amajoritystake in WorldwideVisionLimited by agroup of investment funds managedby
Blackstone Inc. (“Blackstone”).AsBumbleHoldings didnot have anyprevious operations,Worldwide Vision Limited, aBermuda
exempted limited company, andits subsidiaries is viewed as thepredecessortoBumbleHoldings andits consolidated subsidiaries.
Bumble Inc. wasincorporatedasaDelaware corporationonOctober5,2020. Priortothe completionofits initialpublic offering (the
“IPO”) on February 16, 2021, Bumble Inc. undertook certain reorganizationtransactions (the “ReorganizationTransactions”) such
that Bumble Inc. is now aholding company, andits sole material assetisacontrollingequity interest in Bumble Holdings.Asthe
generalpartner of Bumble Holdings,BumbleInc.now operatesand controls allofthe businessand affairsofBumbleHoldings, has
theobligationtoabsorblossesand receivebenefitsfromBumbleHoldings and, through Bumble Holdings andits subsidiaries,
conductits business. As aresult, theconsolidated financialstatementsofBumbleInc.will recognize theassetsand liabilitiesreceived
in theReorganizationTransactions at theirhistoricalcarryingamounts, as reflected in thehistoricalfinancial statements of Bumble
Holdings.BumbleInc.willconsolidateBumbleHoldings on itsconsolidated financialstatementsand record anon-controlling
interest,related to theCommonUnits (asdefined below) andthe IncentiveUnits (asdefined below) held by its pre-IPOowners, on its
consolidated balancesheetsand statements of operations.
Bumble Inc. hadnosignificantbusinesstransactions or activitiesprior to theReorganizationTransactions,and, as aresult, the
historical financialinformation reflectsthatofBumbleHoldings.
CERTAINDEFINITIONS
As used in this AnnualReport, unlessotherwise noted or thecontextrequiresotherwise,the following termshavethe following
meanings.Our keymetrics (BumbleApp Paying Users, Badoo Appand OtherPayingUsers,Total Paying Users, Bumble App
AverageRevenue perPayingUser, BadooApp andOther AverageRevenue perPayingUser, andTotal AverageRevenue perPaying
User)werecalculatedexcluding paying usersand revenue generatedfromOfficial,advertisingand partnerships or affiliates and, for
periods priortothe fourth quarter of 2023, excluding paying usersand revenue generatedfromFruitz.Beginning in thefourth quarter
of 2023, paying usersand revenuegenerated from Fruitz areincludedinour keyoperatingmetrics.
“Badoo Appand OtherAverage Revenue perPayingUser” or “Badoo Appand OtherARPPU”isametric calculated
basedonBadoo Appand OtherRevenue in anymeasurement period dividedbyBadoo Appand OtherPayingUsers in
such period dividedbythe numberofmonths in theperiod.
a“Badoo Appand OtherPayingUser” is auserthathas purchased or renewedasubscription plan and/or made an in-app
purchase on Badoo appinagivenmonthormadeapurchaseonone of our otherapps that we ownedand operatedina
givenmonth,ormadeapurchaseonother third-partyapps that used our technology in therelevantperiod. We calculate
Badoo Appand OtherPayingUsers as amonthlyaverage,bycountingthe numberofBadoo Appand OtherPaying
Usersineach monthand then dividing by thenumberofmonths in therelevantmeasurementperiod.
“Badoo Appand OtherRevenue”isrevenue derivedfrompurchases or renewals of aBadoo appsubscriptionplan
and/or in-app purchases on Badooapp in therelevantperiod, purchases on one of our otherapps that we ownedand
3
operatedinthe relevant period, purchasesonother thirdparty apps that used our technology in therelevantperiodand
advertising, partnerships or affiliates revenue in therelevantperiod.
“Blackstone”or“ourSponsor”refer to investment funds associated with Blackstone Inc.
“Blocker Companies” refertocertain entitiesthatare taxableascorporations forU.S.federal income taxpurposes in
whichthe Pre-IPOShareholdersheldinterests.
“Blocker Restructuring” referstocertain restructuringtransactions that resulted in theacquisitionbyPre-IPO
Shareholders of shares of ClassAcommon stockinexchange fortheir ownershipinterests in theBlocker Companies
andBumbleInc.acquiring an equalnumberofoutstanding Common Units.
“Board of Directors” or “Board”referstothe board of directorsofBumbleInc.
“Bumble,”the “Company,” “we,”“us”and “our”refer to Bumble Inc. andits consolidated subsidiaries.
“BumbleApp AverageRevenue perPayingUser” or “BumbleApp ARPPU” is ametriccalculatedbased on Bumble
AppRevenue in anymeasurementperiod, dividedbyBumbleApp Paying Usersinsuchperioddivided by thenumber
of months in theperiod.
a“Bumble AppPayingUser” is auserthathas purchased or renewedaBumble apporBumbleFor Friends app
subscriptionplanand/or made an in-app purchaseonBumbleapp or Bumble ForFriends appinagivenmonth. We
calculateBumbleApp Paying Usersasamonthlyaverage,bycountingthe numberofBumbleApp Paying Usersineach
monthand then dividing by thenumberofmonths in therelevantmeasurementperiod.
“BumbleApp Revenue”isrevenue derivedfrompurchases or renewals of aBumbleapp or Bumble ForFriends app
subscriptionplanand/or in-app purchases on Bumble apporBumbleFor Friends appinthe relevant period.
“BumbleHoldings”referstoBuzzHoldings L.P.,aDelaware limitedpartnership.
“Class BUnits”referstothe interestsinBumbleHoldings called“ClassBUnits,” including theClass Bunits held by
Buzz Management Aggregator L.P.,thatwereoutstanding priortothe Reclassification.
“Co-Investor”referstoanaffiliateofAccel Partners LP.
“CommonUnits”referstothe newclass of units of Bumble Holdings createdbythe Reclassificationand doesnot
include IncentiveUnits.
“Continuing IncentiveUnitholders”referstocertain pre-IPOholders of ClassBUnits whoholdIncentive Units
following theconsummationofthe ReorganizationTransactions andthe Offering Transactions.
“Founder” referstoWhitney WolfeHerd, thefounderofBumbleapp, our former ChiefExecutiveOfficerand newly
appointed ExecutiveChair of theBoard of Directors, together with entitiesbeneficiallyowned by her.
“Fruitz”referstoFlashgapSAS,which operatesthe Fruitz app.
“HighVoteTerminationDate” meansthe earliertooccurof(i) sevenyears fromthe closingofthe IPOand (ii) thedate
theparties to thestockholders agreementceasetoown in theaggregate7.5% of theoutstanding shares of ClassA
commonstock,assumingexchange of allCommonUnits.
“Incentive Units”referstothe classofunits of Bumble Holdings created by thereclassificationofthe ClassBUnits in
theReclassification. TheIncentive Units are“profit interests” having economic characteristicssimilartostock
appreciationrightsand having theright to shareinany equity valueofBumbleHoldings above specified participation
thresholds.VestedIncentiveUnits maybeconverted to Common Units andbesubsequently exchangedfor shares of
ClassAcommonstock.
“Incentive Unitholders”referscollectivelytoour Continuing IncentiveUnitholders andeligible serviceproviders that
receivedIncentiveUnits at thetimeofthe IPOinconnectionwithsuchindividual’semploymentorservice.
“IPO”referstothe initialpublic offering of ClassAcommon stock, whichwas completedonFebruary16, 2021.
“Offering Transactions”referstothe offering of ClassAcommonstock in theIPO andcertain relatedtransactions,as
definedin“Item 7Management’s Discussion andAnalysisofFinancial Conditionand ResultsofOperationsFactors
Affectingthe Comparability of OurResults of OperationsInitialPublic Offering andOffering Transactions”.
“Official”referstoNewel Corporation, whichoperatesthe Official app.
“Pre-IPOCommonUnitholders”refer to pre-IPOownersthatholdCommonUnits following theReclassification.
4
“Pre-IPOowners” refertoour Founder, our Sponsor,Co-Investor andmanagementand otherequity holders whowere
theownersofBumbleHoldings immediatelyprior to theOffering Transactions.
“Pre-IPOShareholders”refer to pre-IPOownersthatreceivedsharesofClass Acommonstock of Bumble Inc.pursuant
to theBlocker Restructuring.
“Principal Stockholders”refer to our Founderand affiliates of Blackstone,collectively.
“Reclassification” referstothe reclassificationofthe limited partnershipinterests of Bumble Holdings in connection
with theIPO pursuanttowhich certain outstanding ClassAunits were reclassified into anew classoflimited partnership
intereststhatwerefer to as CommonUnits”and certainoutstanding ClassBUnits were reclassified into anew classof
limitedpartnership intereststhatwerefer to as “Incentive Units.”
“ReorganizationTransactions”refer to certain transactions that occurredprior to thecompletionofthe IPOwhich were
accounted forasareorganizationofentitiesundercommoncontrol, as furtherdescribed in “Item7Management’s
Discussion andAnalysisofFinancial Conditionand Results of OperationsFactorsAffectingthe Comparability of Our
Results of OperationsReorganizationTransactions”.
“Sponsor Acquisition” referstothe acquisition on January 29, 2020 by our Sponsor of amajoritystake in Worldwide
Vision Limitedand certaintransactions relatedthereto.
“Total AverageRevenue perPayingUser” or “Total ARPPU” is ametriccalculatedbased on TotalRevenue in any
measurementperioddivided by theTotal Paying Usersinsuchperioddivided by thenumberofmonths in theperiod.
“Total Paying Users” is thesum of Bumble AppPayingUsers andBadoo Appand OtherPayingUsers.
“Total Revenue”isthe sumofBumbleApp Revenue andBadoo Appand OtherRevenue.
“user” is auserID, aunique identifierassignedduringregistration.
RISK FACTOR SUMMARY
An investment in shares of our ClassAcommonstock involvessubstantialrisks anduncertaintiesthatmay materially adverselyaffect
our business, financialconditionand results of operations andcashflows.Someofthe more significantchallengesand risksrelatingto
an investment in our Companyare summarizedbelow.The following is onlyasummary of theprincipal risksthatmay materially
adverselyaffect our business, financialcondition, results of operations andcashflows.The following shouldberead in conjunction
with themorecompletediscussion of theriskfactorsweface, whichare setforth in Part I, “Item1A— Risk Factors” in this Annual
Report.
If we fail to retain existing usersoradd newusers,orifour usersdecreasetheir levelofengagement with our products
or do not convert to paying users, our revenue, financialresults andbusinessmay be significantly harmed.
Thedatingindustryishighlycompetitive, with lowswitching costsand aconsistent stream of newproducts and
entrants,and innovationbyour competitors maydisrupt our business.
Distributionand marketingof, andaccessto, our products depends,insignificantpart, on avariety of third-party
publishers andplatforms.Ifthese thirdparties limit, prohibitorotherwise interfere with or change theterms of the
distribution, useormarketing of our products in anymaterialway,itcouldmaterially adverselyaffect our business,
financialcondition andresults of operations.
Accesstoour products depends on mobile appstoresand otherthird partiessuchasdatacenterservice providers,aswell
as third-partycloud infrastructureand serviceproviders,payment aggregators, computer systems, internet transit
providers andother communications systemsand serviceproviders,and such third-partiesmay take actions that limit,
prohibitoreliminateour abilitytodistributeorupdate our applications,orincreasethe coststodoso.
If we arenot able to maintain thevalue andreputationofour brands,our ability to expand our base of usersmay be
impaired,and our businessand financialresults maybeharmed.
Changestoour existingbrands andproducts,orthe introductionoracquisitionofnew brands or products,couldfailto
attractorretainusers or generate revenue andprofits.
We operate in various internationalmarkets,including certain marketsinwhich we have limited experience.Asaresult,
we face additionalrisks in connectionwith certainofour internationaloperations.
We face risksarising fromthe recently announced plan to implement aglobalworkforce reduction andrestructuring of
ouroperations anduncertainty with respect to our ability to achieve strongeroperatingleverageand realizeanticipated
efficiencies associated with such restructuring.
5
Security breaches,improperaccesstoordisclosureofour data or user data,other hackingand phishingattacksonour
systems, or othercyber incidentscould compromisethe confidentiality and/or availabilityofsensitiveinformation
relatedtoour businessand/or personaldataprocessedbyusoronour behalf andexposeustoliability,which could
harm our reputationand materially adverselyaffect our business.
If thesecurity of personaland confidentialorsensitive user informationthatweorsomeofour partners maintain and
storeisbreached, or otherwiseaccessedbyunauthorized persons,itmay be costly to remediatesuchabreach andour
reputationcouldbeharmed.
We useand intend to furtheruse AI in our business, andchallengeswith properlymanagingits usecouldresultin
reputationalharm, competitive harm,legal liability andother material adverseeffectsonour business, financial
condition andresults of operations.
We aresubject to anumberofrisks relatedtopayment card transactions,including data security breaches andfraud that
we or thirdparties experience or additionalregulation, anyofwhich couldmaterially adverselyaffect our business,
financialcondition andresults of operations.
If we areunabletoobtain, maintain,protect andenforce intellectualpropertyrightsand successfully defend against
claims of infringement,misappropriation or otherviolations of third-partyintellectualproperty, it couldmaterially
adverselyimpact our business, financialcondition andresults of operations.
Ourbusinessissubject to complexand evolving U.S. andinternationallawsand regulations.Manyofthese laws and
regulations aresubject to change anduncertain interpretation, andcouldresultinclaims,changestoour business
practices,monetary penalties, increased cost of operations,ordeclines in user growth or engagement,orotherwise harm
ourbusiness.
We must comply with rapidlyevolvingprivacy anddataprotectionlawsacrossjurisdictions,and thefailure to do so
couldresultinclaims, changestoour businesspractices,monetary penalties, increasedcostofoperations,ordeclines in
user growth or engagement,orotherwise harm our business.
Oursubstantialindebtedness couldmateriallyadverselyaffect our financialcondition, our ability to raiseadditional
capitaltofund our operations,our abilitytooperate our business, our ability to reacttochangesinthe economyorour
industry, our ability to meet our obligations underour outstanding indebtedness andcoulddivertour cashflowfrom
operations fordebtpayments.
OurPrincipal Stockholders controlusand theirinterests mayconflictwith oursoryoursinthe future.
We area“controlled company” within themeaningofNasdaqrules and, as aresult, we qualifyfor exemptions from
certaincorporategovernance requirements. If we rely on such exemptions in thefuture, youwillnot have thesame
protections afforded to stockholders of companiesthatare subject to such requirements.
Theoutsizedvotingrightsofour PrincipalStockholders have theeffect of concentratingvotingcontrolwith our
PrincipalStockholders,limitorpreclude your ability to influencecorporatematters andmay have apotentialadverse
effect on theprice of our ClassAcommon stock.
We areexposed to changesinthe globalmacroeconomic environmentbeyond our control, whichmay adverselyaffect
consumer discretionary spending, demand forour products andservices, our expenses,and our abilitytoexecute
strategicplans.
Foreigncurrencyexchangeratefluctuations couldmaterially adverselyaffect our resultsofoperations.
TRADEMARKS, SERVICEMARKS AND COPYRIGHTS
We ownorhaverightstotrademarks, servicemarks or tradenames that we useinconnectionwiththe operation of our brands
including, but not limitedto, Bumble,BumbleFor Friends,Badoo, Fruitz andOfficial.Inaddition, our names, logos,website domain
namesand addressesare our servicemarks or trademarks.Other trademarks,service marks, tradenames andcopyrighted materials
appearinginthisAnnualReportare thepropertyoftheir respectiveowners. We do not intend our useordisplay of othercompanies’
trademarks,service marks, tradenames,orcopyrighted materialstoimply arelationshipwith, endorsement or sponsorship of us by,
anyother companies.
Solely forconvenience, certaintrademarks, servicemarks,trade namesand copyrightsreferredtointhisAnnualReportare listed
without the
©
,
®
or
symbols, but such referencesare notintendedtoindicate,inany way, that we will not assert,tothe fullest extent
6
underapplicable law, our rightsorthe rightsofthe applicable licensors to thesetrademarks, servicemarks,trade namesand
copyrights.
7
PART I
Item 1. Business
WhoWeAre
Bumble’s missionistocreateaworldwhere allrelationships arehealthyand equitable, through Kind Connections.Our platform
enablespeopletoconnectand build healthyand equitablerelationships on theirown terms. We focusonbuildingauthenticity and
safety in theonlinespace,which is marked at timesbyisolation andtoxicity.Wealsohaveextendedour platform beyond online
datingintohealthyrelationships in otherareas of life, such as friendships.
TheBumblebrand wasbuilt with womenatthe center.Our platform is designedtobesafeand empoweringfor women, and, in turn,
providesabetterenvironmentfor everyone.Weare leveraging innovativetechnology solutions to createamoreinclusive,safeand
accountable waytoconnect onlinefor allusers regardless of gender.
In 2023, we operatedfiveapps, Bumble app, Bumble ForFriends app, Badoo app, Fruitz appand Official app, whereduring2023, on
average, over42million userscameonamonthlybasis to discovernew peopleand connect with each otherinasafe,secure and
empoweringenvironment. Ourappsmonetize viaafreemiummodel, wherethe useofthe serviceisfreeand asubset of theusers pay
forsubscriptions or in-app purchases to accesspremium features.Weare aleader in theonlinedatingspace, whichhas become
increasinglypopular overthe last decadeand hasbeen citedasthe most commonway fornew couples to meet in theUnitedStates.
Bumble app, launchedin2014, is one of thefirst dating apps built with womenatthe center,where womenmakethe firstmove.
Bumble appisaleader in theonlinedatingsector across severalcountries,including theUnitedStates, theUnitedKingdom,Australia
andCanada. We hadapproximately 2.5 millionBumbleApp Paying Usersduringthe year endedDecember31, 2023.
Badoo app, launched in 2006, wasone of thepioneersofweb andmobile free-to-use dating products.Badoo app’sfocus is to make
finding meaningful connections easy, funand accessible foramainstream globalaudience. Badoo appcontinuestobeamarket leader
in Europe andLatin America. Wehad approximately 1.2 millionBadoo Appand OtherPayingUsers duringthe year endedDecember
31, 2023.
In January 2022, we acquiredFruitz,anintentions-drivendatingapp focusedonGen Z, operating in EMEA andCanada. In April
2023, we acquiredOfficial,anapp that is intendedtohelpcouples build healthyand lastinghabitsintheir romantic relationships.
Buildingonthe BFFmode in Bumble app, in July 2023 we officially launchedastandalone Bumble ForFriends app. Bumble For
Friends appisafriendshipapp wherepeopleinall stages of life can meet peoplenearbyand createmeaningful platonicconnections.
Bumble is more than our apps—weare poweringamovement.Our mission-firststrategyensures that values guide our business
decisions andour businessperformance enablesustodrive impact. Ourstrategyisanchored by our powerfulbrand, product
leadership,operationalexcellence, and public policyand social impact initiatives. Examples of how our mission drives our business
include:
We enhanceour brandthrough initiatives beyond our apps,including advocatingfor policyand legislativesolutions to
prohibitnonconsensual intimate image abuseand otheronlineharms,including unsolicitedlewdphotos.
We engage in worldwidenonprofit partnerships to supporthealthy, safe,and equitablerelationships,and to furtherour
commitment to equity by supportingwomen andother underrepresentedcommunities.
We enhanceour brandthrough marketingcampaigns centeredaround elevatingwomen,including the“Believe Women”
and“Love Letters to Black Women” campaigns.
We believethatthe best waytocompete in aworld wherepeoplehavemultiple ways to connect is through productinnovation. We
uniquely design our products to facilitate engagement prioritizingsafetyand accountability across theuserexperience.We
continuously collect user feedback,which informsour productdevelopmentroadmap.The more we know about our community’s
interests, thebetterwecan innovate products that maximize theirchances of making connections most likely to turn into the
relationships they areseeking.
Ourapps sharesomecommoninfrastructure, whichallows insightstobesharedbetween apps andiscritical to providing our users
with personalized andsuperior experiences.Our team hasastrong track record of productleadership in onlinedating. We were the
firstcompany in thedatingapp industrytodevelop technology to proactivelyblurlewdphotos shared within achat, whichweopen-
sourced in 2022 forthe technology community as part of alargereffort to help ridthe internet of “cyberflashing,” thesharing of
unsolicited lewd photos online. We arecontinuously introducingnew artificial intelligence capabilitiestoenhanceour users'
experience andsafety, such as therecently announced Deception Detector,which uses artificial intelligence to help identifyspam,
scam,and fake profiles. In addition, theinsightswehavegainedfromour community have encouraged us to extend Bumble appinto
many more areas of life, such as platonicfriendships andbusinessnetworking, andwehavebuilt our platform with theflexibility to
pursuethese opportunities.
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OurTechnology HasTransformed Online Dating
Technology is at thecoreofwhatdifferentiatesour platform.Wehaveaglobalteam of software engineersand productmanagerswho
drivethe developmentofour platform.Wereleaseliveupdatesrapidly,often onceaweek to ourmobile appand twiceadaytoour
server backend, allowing us to rundozensoftests simultaneously across theentireaudience. Therapid nature of our testing
framework allows us to optimizethe user experience.Our technology andproductteamsworkhandinhandfromideationtoproduct
launch, andthishas allowedustobeatthe forefront of releasingfeatures geared towardsimproving thesafetyofour community.
Ourtechnology platform is fueled by:
Shared infrastructure:Our shared infrastructureallows us to quickly test newfeatures,providesuswithflexibility to
migrate features fromone apptoanother whereappropriate,and improvesexecution at scalebydriving faster
improvementsinour apps,while simultaneously drivingoperatingefficiencies by reducingthe cost of launching new
features.Given our shared infrastructure, we can also innovate andscaleefficiently as we enternew geographies andnew
categoriesoutside onlinedating. Moreover, in seekingtoacquire companies, we look foropportunitiestoleverageour
shared infrastructure(forexample,our contentmoderationcapabilities) to acceleratetheir productroadmap.
Ourdataand machinelearningcapabilities:Weare continually analyzingdatafromuserinteractions on our platform,
allowing us to constantly optimizethe user experience. We have introduced artificialintelligencecapabilitiesthatwe
leverage to personalizethe potential matcheswedisplay,informour productpipelineand otherwisetailorthe experience
forspecificusers.Our artificial intelligence capabilitiesplayakeyroleincreatingasafe environmentfor our users,
providing protectionagainst identity fraud as well as blocking inappropriate behavior andcontentfrompollutingour
platform.
Ourdataprotectionand privacystandards:Weare bothcommittedand mandatedtoadhere to strict privacystandards,
such as theGeneral Data ProtectionRegulationinthe European Unionand theUnitedKingdom andseveral statelawsin
theUnitedStates(each as discussedbelow in “—Licensingand Regulation”).
Bumble App
On Bumble app, userscan input informationabout themselves andset up aprofile,which can be customized in many ways,suchasby
adding aBadge to prominentlydisplay certain values or characteristics. We useamatchingalgorithmcombinedwith thepreferences
providedbyusers to recommend potential connections.Users canopt to useone of our filterstobemorespecificinthe typesof
matchestheysee. Ausercan swiperight to vote“yes” to apotentialmatch,orlefttogotothe next profile,or, in most of our markets,
leaveacomplimentonabio, specific photoorprofile prompt on someone’s profile.Whenbothusers voteyes,aconnectionismade.
Afteraninitialmatch is formed,users on Bumble appmustinitiateachatwithin 24 hoursorthe connectiondisappears. In a
heterosexualconnection, womenmakethe firstmove by initiatingachat.
In addition to prioritizing verificationofuserphotos andofferingcommunicationlikevoice andvideo chat toolstoallow interactions
before or in lieuofin-person meetingwithout exchanging sensitivepersonalinformation, we have also engineered othersafety
features such as our proactivesafetymonitoring. This featureusesmachinelearning to identifyharassmentand identity-basedhate,
whichisthenflaggedtomoderators to review andactionappropriately accordingtoour Community Guidelines.
Oursubscriptionofferings,BumbleBoostand Bumble Premium, provide userswith additionalfeatures to increasetheir successin
making ameaningful connection. Themostpopular features in thesubscriptionplans include:UnlimitedRematch,where subscribers
have an unlimitednumberofopportunitiestorematch with priormatches that have alreadyexpiredafter a24-hour period; and
UnlimitedExtends,where subscribershaveanunlimited numberof24-hour extensions on conversations.There arealsoadditional, in-
apppurchases that subscribersand non-subscribingusers can purchase, such as SuperSwipe (toinformpotential matchesthatthe user
is confidentlyinterestedinthem) andSpotlight (toadvancethe user's profile to thetop of thelistofpotentialmatches so it is viewable
by more potentialmatches instantly).In2023, we introduced anew subscription tier, Bumble PremiumPlus. ThePremium Plus tier
offers expandedbenefits, includingbeing able to seewhoseprofile is trending.
BadooApp
On Badoo app, users’ profilescan be customized in many ways,suchasbyusing the“Moods”feature to sharewhat'sontheir minds,
either basedaround theircurrent emotions or what kind of date they want to pursue. Badoo apphas asimilarmatchingalgorithm to
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Bumble appand thesamevote“yes” or “no” methodology by swipingright andleft, respectively. It allows usersthe optiontodirectly
message anyone whoisofinterestwithout having to mutually voteyes.
On Badoo app, we have engineered safety features such as Rude Message Detector,which uses machinelearning to detect anytext
that couldbeperceivedasrude,abusive,homophobicordiscriminatoryand givesthe user thecontroltodismiss themessage if they
arenot comfortablewiththe language used.
Oursubscriptionofferings on Badoo app, BadooPremiumand Badoo PremiumPlus, allowadditionalfeaturessuchas: LikedYou,
whichallowsusers to find out whohas alreadyliked them;and InvisibleMode,which allows userstobrowsethe appwithout being
showntoother users. Badoo appalsooffers BadooCredits,which canbepurchased in bundles andusedtoacquire in-app features
such as one-off popularityboosts.
Fruitz App
Fruitz apprequiresall userstoselectaprofile fruit to indicate theirdatingintention: cherries forthoseseekingaserious relationship,
grapes forthoselooking to date,watermelons forthosewho arenot seekinganything serious,and peaches forthoselooking fora
casualrelationship. This simple featurenormalizes thenotionofusers sharingtheir datingintentions fromthe firsttouchpoint with any
user,encouraginghonestyand transparency.Fruitzapp'spremiumsubscription offerings areFruitz Premiumand Fruitz Golden.
Premiumfeaturesinclude:FilterbyFruit, whichenables userstofilter otherusers by theirdatingintention, representedbytheir fruit,
andWho LikedMe, whichallowsusers to seewho hasalready likedthem, among others.
Official App
On Official app, usersconnect theirprofile with that of theirpartner,enablingashared,linkedproductexperience. Theapp is intended
to help couples build healthyand lastinghabits in theirrelationships,with features that promotecommunication, self-reflection,
memory sharing, anddiscovery.Featuresinclude:daily check-ins,quizzes,partner nudges, shared notes,and date idea discovery,
among others.In2023, Official launchedits premiumsubscription offering, whichunlocks expandedcontentacrossfeatures.
Bumble BFFand Bumble Bizz Modes
In addition to dating, in Bumble appwealsoprovide products that enable social connection, offering usersthe opportunity to develop
platonicconnections through theBFF mode forfriendships andthrough theBizzmode forprofessionalnetworkingand mentorship.
TheBFF andBizzmodeshaveaformat similartothe Date mode,requiring userstoset up profiles andmatchingusers through “yes”
and“no” votes,similartothe datingplatform.
Bumble ForFriends App
Bumble ForFriends appworks in asimilarway to theDateand BFFmodesonBumbleapp. When twousers vote“yes” by swiping
right on aprofile,aconnectionismade. Either user can initiate achat. Unlikeinthe BFFmode on Bumble app, on Bumble For
Friends appany user with twoormoreconnections can create agroup chat,and usingthe Plansfeature, userscan easily organize an
in-personmeetup.
HowWeGrowOur Community
We areinvestingingrowing our community by buildingour apps as distinct brands with complementarybut unique user value
propositions.For Bumble app, we educateaudiences on how womenmakingthe firstmove creates healthierrelationships.Badoo app
is about helpingpeopleovercomethe self-doubt they might feel,toopenthemselvesuptoothers, embrace thejourneyofmeeting
peopletofigureout what they want.Fruitz appiscenteredaround encouraginghonestyand transparency by sharingdatingintentions
fromthe firsttouchpoint.Official appisabout helpingcouples build healthyand equitablerelationships by facilitating
communication, connectionand funbetween partners.BumbleFor Friends appisabout recognizing, creatingand celebrating
meaningful localfriendshipand community forpeopleinall stages of life.
Each of our apps hasaspecificbrand andmarketingapproach that is appropriate forits businessmodel, stageofmaturityand local
market nuances.For example, our Bumble appmarketinguseshyperlocal messaging brought to life through large-scalecampaigns
alongsidegrassrootscommunity buildingbased on our core audience's location.
Ourbrands’marketing strategies areespeciallyeffectivedue to ourcentralized performance marketing, partnership, andcreative
functions.These centralized functions enable us to sharemarketing learnings across our apps andgeographies,allowing forthe
broadest applicationofsuccessfulstrategies.
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OurImpact
Sincethe founding of Bumble app, we have established, engagedin, andsupportedawide range of public policyand social impact
effortstofurther our mission, primarily focusedonwomen’s empowerment, healthyrelationshipeducation, andthe reduction in
toxicity on our platform andsociety at large. Theseinclude:
Engaging ExpertstoMakeour Platform Safe:Weleveragebothinternaland external expertstocontinuously improve
upon our policiesand community guidelines.For example, we areamemberofthe Tech Coalition, an industrybody that
shares best practices to combat child sexualexploitation online.
In-App IntegrationofBumbleInitiatives:The MovesMakingImpact productfeaturewithinBumbleapp allows auserto
select andsupportacause that matters to them andisrelevanttothe Bumble brandand mission, each timethatusersends a
firstmessage.
PolicyAdvocacyand LegislationEfforts:In2019, we helped pass one of thefirst state-levellawstoaddressthe actof
sending unsolicitedlewdphotos in Texas, andhavesince helped pass similarlegislationinCaliforniaand Virginia.In2021,
we launchedacampaigninthe UK to supportthe enactment of alaw that makesthe unsolicited sending of nude images
illegal,and in October2023 theOnlineSafetyAct waspassed, whichcriminalized cyberflashing.
Addressing artificial intelligence-enabledharms:Wehaveworkedwith PartnershiponAI(PAI) on developing and
launching PAI’s Responsible Practices forSynthetic Media, whichservesasaguide to devising policies, practices,and
technical interventions that interrupt harmfulusesofgenerativeartificialintelligence.
HumanCapital
Ourcompany cultureand peoplepractices arecritical to achieving our mission of creatingaworldwhere allrelationships arehealthy
andequitable, through Kind Connections,and our values arerooted in growth,kindness,equity,accountability andhonesty.
Diversity &Inclusion
Thediversity of our management team andworkforce is keytoour success andreflectsour mission andvalues. We strongly
encouragepeopleofcolor,lesbian,gay,bisexual, transgender, queer andnon-binary people, veterans,parents,peoplewithdisabilities,
andneurodivergentpeopletoapplytoworkwith us.Weseek to be fully reflectiveofthe communitiesweserve around theworld.As
of December31, 2023, 73% of our Boardand more than 50% of our management team were women. As of December 31, 2023, we
hadapproximately 1,200 full-timeemployees,ofwhich approximately 980 were locatedoutside of theUnitedStates.
We arefocused on buildinganinclusive culture andsustainingadiverseworkforce through avariety of companyinitiatives.Aspart
of that effort,wehaveestablished severalemployeeresource groups (“ERG”s),eachwith amission of bringing our employees
together,collectivelylearning, sharingmeaningful experiences, addressing challenges, providing accesstosupportiveservices and
buildinginclusive communitieswithin Bumble.Atthe center of this initiativeisDiversibees,anintersectional, employee-led
organizationconsistingofapproximately 300 employees.Single-identity affinity groups come together underthe Diversibees
umbrella.Our ERGs sponsor many initiativesthroughout theyear, whichbuild community andadvocacythrough workshops,
newsletters,listening circles, leadership developmentand othertrainingprograms, andculturalcelebrations.
In 2023, we launchedour Diversity,Equity,Inclusion andBelonging strategicframework,which focusesonthree
pillars: harmonization(workingtogether to createaninclusive culture),ensemble(embracing our differences so that we allfeel we
belong),and transcend(expandingour brandtobecome an employerofchoice formarginalized groups in technology).
Othercompany initiativesinclude:continuing to expand theroleofour Diversity, Equity,Inclusion andBelonging Center of
Excellence, providing diversity andinclusion training to allemployees,and continuing our investment in theBumbleTech Academy
graduates, whichencouragesand supports thetransitionoftalentfromunderrepresentedgroups andcommunities to thetechsector.
Talent Acquisition, Development&Retention
We competetoattract andretainhighlytalentedindividuals,particularlypeoplewith expertiseincomputer science, software
engineering, productdevelopment, data scienceand engineeringand machinelearning. Ourabi lity to recruittop talent is driven by our
mission-firstorien tation, meaningful andimpactful work,commitment to employeedevelopment, health andwellbeing andour
brands’reputation.
We invest in developmenttohelpemployees grow andbuild theircareers. We sponsor training, educationand leadership development
opportunities forour employees designedtoprovide them with theknowledge,skillsand habits necessarytosucceed in theirjobs and
careers.In2023, we continuedtorefineour performance evaluationprocesses andcarried out acompany-wide managerdevelopment
program.
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To build an organizationwhere employees feel engaged, valued andheard, we gather andrespond to employees’feedback in avariety
of ways,including through periodicemployeeengagementsurveys,new joiner surveys, one-on-one interactions,and regular “All
Hands”meetings that bringthe entirecompany together.Participationinour most recentemployeeengagement survey wasactive,
with approximately seveninten employees completingthe survey.Wemaintainopenlines of communicationtohelpusunderstand
our employees’needssothatwecan continuously improve as an employerofchoice forour current andfutureemployees.
Benefits,Safety&Wellbeing
Thesuccess of our businessisfundamentally connected to thewellbeing of our people. We continue to invest in benefits that help our
employees andtheir families, supportthe Bumble mission, andalign with market practiceacrossfivekey health pillars:physical,
mental,financial,family, andsocial.
We offeracompetitivebenefitspackage,which includesaccesstoprivate healthcare coverage foremployees andtheir families,paid
six-monthleave forparents regardless of gender, path to parenthood support, unlimited paid timeoff, andpaidleave forsurvivorsof
domestic violence or violentcrimes. Allemployees have accesstoawellbeingportal. We also help prepareour employees fora
secure future by investingininitiatives forfinancial andretirementplanning.
Thesafetyofour employees remainsamong our toppriorities. We regularly engage amentalhealth liaison to work with our internal
safety team,hostbenefit sessions on topics of safety,and offertargetedmentalhealthcare resources to our internal safety team
employees,providing an additionallayer of carefor theirwellbeing.
Competition
Theonlinedatingindustryisgrowing andhighlycompetitive. We competewithanumberofcompanies that provide datingproducts
andservicesfor thesamemarkets in whichweoperate,including otheronlinedatingplatforms andsocialmedia platforms. In
addition, we competewithofflinedatingservices,suchasin-person matchmakers, as well as more traditionalforms of datingthat
involve peoplemeetingofflinewithout theuse of datingproducts or services altogether.Because of theextensibility of theBumble
appplatformbeyond dating, we also competewithsocialmedia andnetworkingplatforms in that context.
IntellectualProperty
We believethatour rights in our intellectualproperty, including but not limitedtopatents,designs,copyrights, trademarks anddomain
names, as well as contractualprovisions andrestricti ons on accesstoour proprietary technology, areimportant to our marketing
effortstodevelop brandrecognition anddifferentiate our brandfromour competitors.Weown anumberoftrademarksthathavebeen
registered,orfor whichregistrationapplications arepending, in theU.S.aswellasincertain foreignjurisdictions.These trademarks
include,among others,BUMBLE, BUMBLE FORFRIENDS,BADOO, FRUITZ andOFFICIAL. Thecurrent registrations of these
trademarks areeffectivefor varyingperiods of time andmay be renewedperiodically,providedthatwe, as theregisteredowner,or
our licensees whereapplicable,complywith allapplicable renewalrequirementsincluding, wherenecessary, thecontinueduse of the
trademarks in connectionwithsimilarservices andgoods.Weexpect to pursueadditionaltrademark registrationstothe extent we
believe they wouldbebeneficialand cost-effective.
In addition to trademarkprotection, we ownnumerous domainnames,including www.bumble.com, andpatents anddesigns for
various productfeatures. We also enterinto, andrelyon, confidentiality andproprietary rightsagreementswith our employees,
consultants, contractorsand businesspartnerstoprotect our inventions,trade secrets, proprietary technology andother confidential
information. We furtherprotect theuse of our proprietary technology andintellectualpropertythrough provisions in bothour
customer termsofuse on our website andinour vendor termsand conditions.For informationregarding risksrelated to our
intellectualproperty, pleasesee “Item1A—Risk Factors—RisksRelated to IntellectualProperty.”
Seasonality
We experience seasonality in user growth,userengagement,PayingUsergrowth, andmonetizationonour platform.Historically,we
have seen an increaseinall of thesemetrics in January due in part to seasonaldemandinthe lead up to Valentine’sDay,and during
theNorthernHemisphere summer. Generally, our highest performingmonths forusergrowthand user engagement areduringthe first
andthird quartersofthe fiscal year,and our highest performingmonths forTotal Paying Usersare in thethird andfourth quartersof
thefiscalyear.Seasonaltrends aredifficult to predictaccurately andmay change fromyear to year.
Licensing andRegulation
We aresubject to avariety of laws andregulations in theUnitedStatesand around theworld that involve matters centraltoour
business. Many of theselawsand regulations arestillevolvingand beingtestedincourts,and couldbeinterpreted in ways that could
12
harm our business. Theselawsmay relate to privacy and data protection, onlinesafety, rightsofpublicity, content, intellectual
property, advertising, marketing, distribution, data security,electroniccontractsand othercommunications,artificialintelligence,
competition, protectionofminors, consumer protection, telecommunications,taxation, economic or othertrade prohibitions or
sanctions,anti-corruptionlaw compliance, securitieslaw compliance,onlinepayment services,and labor andemployment. We
currently,and fromtimetotime,may not be in technical compliancewith allsuchlaws. Foreigndataprotection, privacy,content,
competition, andother laws andregulations canimposedifferent obligations or be more restrictivethanthoseinthe United States.
U.S. federaland stateand foreignlawsand regulations,which in some cases can be enforced by privatepartiesinadditionto
government entities, areconstantly evolving andcan be subject to significantchange.Asaresult,the application, interpretation, and
enforcementofthese laws andregulations areoften uncertain anddifficult to predict, particularly in therapidly evolving industryin
whichweoperate,and maybeinterpreted andappliedinconsistently fromcountry to country andinconsistently with our current
policiesand practices.
Proposed,new andevolvinglegislationand regulations couldalsosignificantlyaffect our business. Forexample,the implications of
theEuropean Union(“EU”)and UnitedKingdom’s GeneralDataProtectionRegulation, whichappliestoour products andservices,
arefar-reachingand constantly evolving. In additiontothese laws,there areanumberoflegislative proposalsinthe EU as well as
otherjurisdictions that couldimposenew obligations or limitations in areasaffectingour business. Thereare otherprivacy anddata
protectionlawsand regulations that impactthe products andservices we offertousers in different countries.Inthe United States,
thereare anumberofexistingstate laws,suchasthoseinCalifornia, Virginia,Colorado, Connecticut,Utahand Illinois, as well as
others that aretocomeintoforce in thecomingyears,inadditiontoapotentialcomprehensive federalprivacy statute. Agencies such
as theFederal TradeCommissio nare increasing theirenforcement effortsand consideringadoptingnew privacyrules.New privacy
laws or regulations arelikelytogrant enhanced privacy rightstoindividuals andimposeobligations on us as abusinessoperatingin
thosejurisdictions.Inaddition, some countries are consideringorhavepassedlegislationrequiring local storageand processing of
data or similar requirementsthatcouldincreasethe cost andcomplexity of delivering our services.For informationregarding risks
relatedtothese compliancerequirements, please see“Item 1A—RiskFactors—RisksRelated to Regulationand Litigation—We must
comply with rapidlyevolvingprivacy anddataprotectionlawsacrossjurisdictions,and thefailure to do so couldresultinclaims,
changestoour businesspractices,monetary penalties,increased cost of operations,ordeclines in user growth or engagement,or
otherwiseharmour business.”
In addition to privacy laws,there areemergingonlinesafetylawsglobally such as theEUDigitalServicesAct,the UK OnlineSafety
Actand U.S. laws targetingcompanies that operate onlinedatingservices that have alreadycomeintoeffect or arecomingintoeffect
in 2024, whichinclude significant penalties fornon-compliance. Thereisals oadeveloping trendfor online safety codestotarget
specificindustriessuchasthe online datingindustry(forexample,inAustralia). Such onlinesafetylawsand codesmay require us,in
thefuture, to change our products,businesspractices or operations,which couldadverselyaffect user growth andengagement and
increase compliancecosts forour business.
Theforegoing descriptiondoesnot include an exhaustive listofthe laws andregulations governingorimpactingour business.See the
discussion containedinthe “RiskFactors”sectionofthisAnnualReportfor informationregarding how actions by regulatory
authoritiesorchangesinlegislationand regulationinthe jurisdictions in whichweoperate mayhaveamaterialadverseeffect on our
business.
Additional Information
Bumble Inc. wasincorporatedinDelawareonOctober5,2020. Ourprincipal executiveoffices arelocated at 1105 West 41stStreet,
Austin,Texas 78756, andour telephone numberis(512) 696-1409.
Ourwebsite addressiswww.bumble.comand our investor relationswebsite is located at https://ir.bumble.com. Theinformation
postedonour website is not incorporated into this AnnualReport. OurAnnualReportonForm10-K, QuarterlyReports on Form 10-
Q, Current Reports on Form 8-Kand amendments to reports filedorfurnished pursuanttoSections 13(a) and15(d) of theSecurities
Exchange Actof1934, as amended, (the “Exchange Act”)are availablefreeofchargeonour investor relations website as soon as
reasonablypracticable afterweelectronically file such material with,orfurnish it to,the U.S. Securitiesand Exchange Commission
(“SEC”).
We webcastour earnings calls andcertain events we participateinorhostwith membersofthe investment community on our investor
relations website. Additionally, we provide notifications of news or announcements regardingour financialperformance, including
SECfilings,investor events,press andearnings releases,aspartofour investor relations website.The contents of thesewebsitesare
not intendedtobeincorporated by reference into this report or in anyother reportordocumentwefile.
Websiteand Social MediaDisclosure
We useour websites(www.bumble.comand ir.bumble.com) andattimesour corporateXaccount (formerly knownasTwitter)
(@bumble) andLinkedIn(www.linkedin.com/company/bumble) to distributecompany information. Theinformationwepostthrough
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thesechannels maybedeemedmaterial. Accordingly, investorsshouldmonitorthese channels,inadditiontofollowing our press
releases,SEC filings andpublic conference calls andwebcasts.Inaddition, you mayautomatically receive e-mail alerts andother
informationaboutBumblewhenyou enroll your e-mail addressbyvisitingthe “E-mailAlerts” sectionofour websiteat
ir.bumble.com. Thecontentsofour website andsocialmedia channels arenot,however,apart of this AnnualReport.
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Item 1A.RiskFactors
Youshouldcarefully consider thefollowing risksand allofthe otherinformationset forthinthisAnnual Report, including without
limitation“Item 7—Management's Discussion and Analysis of FinancialCondition and Results of Operations”and our consolidated
financialstatementsand relatednotes in “Item8—FinancialStatementsand Supplementary Data.” Thefollowing risk factorshave
been organizedbycategoryfor ease of use; however,many of therisks mayhaveimpacts in more than one category.
RisksRelated to OurBrands,Productsand Operations
If we fail to retain existingusers or add newusers, or if ourusers decrease theirlevel of engagement with ourproductsordonot
converttopayingusers,our revenue,financial resultsand business maybesignificantly harmed.
Thesizeofour user base andour users’ levelofengagement arecritical to our success. Ourapps monetizevia afreemiummodel
wherethe useofour serviceisfreeand asubset of our userspay forsubscriptions or in-app purchases to accesspremiumfeatures. Our
financialperformance hasthus been and will continue to be significantlydetermined by our successinadding, retainingand engaging
usersofour products andconvertingusers into paying subscribersorin-apppurchasers. We expect that thesizeofour user base will
fluctuateordeclineinone or more marketsfromtimetotime, including if usersfindmeaningful relationships on our platformsand no
longerneedtoengage with our products.Furthermore,ifpeopledonot perceive our products to be useful,reliable, and/or trustworthy,
we maynot be able to attract or retain usersorotherwise maintain or increase thefrequencyand durationoftheir engagement.A
numberofother onlinedatingcompanies that achievedearly popularityhavesince experienced slower growth or declines in theiruser
basesorlevelsofengagement.There is no guarantee that we will notexperience asimilarerosion of our user base or engagement
levels.Userengagement canbedifficult to measure, particularly as we introducenew anddifferent products andservices. Any
numberoffactors can negatively affect user retention, growth,and engagement,including if:
usersincreasinglyengagewith othercompetitive products or services;
user behavior on anyofour products changes, including decreasesinthe quality of theuserbaseand frequencyofuse of
our products andservices;
usersfeel that theirexperience is diminished as aresultofthe decisions we make with respect to thefrequency,
prominence,format, size andquality of adsthatwedisplay;
thereare decreases in user sentiment due to questions about thequality of our user data practices or concerns relatedto
privacy andthe sharingofuserdata;
thereare decreases in user sentiment due to questions about thequality or usefulness of our products or concerns relatedto
safety,security,well-beingorother factors, including our implementationand useofartificialintelligence;
usersare no longerwillingtopay (orpay as much)for subscriptions or in-app purchases,including due to changestothe
paymentplatformorpayment methods;
usershavedifficulty installing, updatingorotherwise accessing our products on mobile devicesasaresult of actions by us
or thirdparties,suchasapplicationmarketplaces anddevicemanufacturers, that we rely on to distributeour products and
deliver our services;
we fail to introducenew features,products or services that usersfindengaging or if we introducenew products or services,
or make changestoexistingproducts andservices,thatare not favorably received, including artificial intelligence-driven
changes;
we fail to keep pace with evolving online, market andindustrytrends (including theintroduction of newand enhanced
digitalservices andtechnologies);
we fail to appeal to andengagethe youngerdemographicofusers (forexample,Gen Z),with theirdifferent dynamicsof
connection;
initiatives designedtoattract and retain usersand engagement areunsuccessful or discontinued, whetherasaresult of
actions by us,third partiesorotherwise;
thereisadecreaseinuserretentionasaresult of usersfinding meaningful relationships on our platformsand no longer
needingtoengage with our products;
third-partyinitiativesthatmay enable greater useofour products,including low-cost or discounted data plans, are
discontinued;
we adopt terms, policiesorprocedures relatedtoareas such as user data or advertisingthatare perceivednegativelybyour
usersorthe generalpublic;
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we fail to combat inappropriate or abusiveactivity on our platform;
users, particularly women, do not perceive our products as beingsafer than othercompetitiveproducts or services;
we fail to provide adequate customer servicetousers,marketers or otherpartners;
we fail to protect our brandimage or reputation;
we,our partners or companiesinour industryare thesubject of adversemedia reports or othernegativepublicity,including
as aresultofour or theiruserdatapractices;
technical or otherproblemsprevent us fromdeliveringour products in arapid andreliablemannerorotherwise affect the
user experience, such as security breaches,distributed denial-of-serviceattacksorfailure to preventorlimit spam or similar
content;
thereisdecreased engagement with our products as aresultofinternetshutdowns or otheractions by governmentsthat
affect theaccessibility of our products in anyofour markets;
thereisdecreased engagement with our products ,orfailure to acceptour termsofservice,aspartofchangesthatwehave
implemented,ormay implement,inthe future in connectionwithregulations,regulatoryactions or otherwise;
thereisdecreased engagement due to theexpansion of one of our apps into newmarkets whichcannibalizes anyofour
otherapps that historically operatedinsuchmarkets;
thereisdecreased engagement with our products as aresultofchangesinprevailingsocial, culturalorpolitical preferences
in themarkets whereweoperate;or
thereare changesmandatedbylegislation, regulatoryauthoritiesorlitigationthatadverselyaffect our products or users.
From timetotime,certain of thesefactorshavenegativelyaffected user retention, growth,and engagement to varyingdegrees.See
“—Accesstoour products dependsonmobile appstoresand otherthird partiessuchasdatacenterservice providers,aswellasthird-
partycloud infrastructureand serviceproviders,payment aggregators, computer systems, internet transitproviders andother
communications systemsand serviceproviders,and such third-partiesmay take actions that limit,prohibitoreliminateour ability to
distributeorupdate our applications,orincreasethe coststodoso.” If we areunabletomaintainorincreaseour user base anduser
engagement,our revenue andfinancial resultsmay be materially adverselyaffected.Inaddition, we maynot experience rapiduser
growth or engagement in countries where, even though mobile device penetrationishigh, due to thelack of sufficientcellularbased
data networks,consumersrelyheavily on Wi-Fiand maynot accessour products regularly throughout theday.Any decrease in user
retention, growth or engagement couldrenderour products less attractivetousers,which is likelytohaveamaterialadverseimpact on
our revenue,business, financialconditionand results of operations.Ifour user growth rate slowsordeclines,wewillbecome
increasinglydependent on our ability to maintain or increase levels of user engagement andmonetizationinorder to driverevenue
growth.
Thedatingindustryishighlycompetitive, with lowswitching costsand aconsistentstreamofnew productsand entrants,and
innovationbyour competitors maydisrupt ourbusiness.
Thedatingindustryishighlycompetitive, with aconsistentstream of newproducts andentrants. Some of our competitors mayenjoy
bettercompetitivepositions in certaingeographical regions,userdemographics or otherkey areasthatwecurrently serveormay serve
in thefuture. Theseadvantagescouldenablethese competitors to offerproducts that aremoreappealingtousers andpotentialusers
than our products,ortorespond more quickly and/or cost-effectively than us to neworchanging opportunities.
In addition, within thedatingindustrygenerally,costs forconsumerstoswitchbetween products arelow,and cons umershavea
propensity to trynew approaches to connectingwith peopleand to usemultiple dating products at thesametime.Asaresult,new
products,entrantsand business models arelik elytocontinue to emerge.Itispossiblethatanewproductcouldgainrapid scaleatthe
expenseofexistingbrandsthrough harnessing anew technology (suchasartificialintelligence), or anew or existingdistribution
channel, creatinganewordifferent approach to connectingpeopleorsomeother means.
Potentialcompetitors include larger companiesthatcoulddevotegreater resources to thepromotionormarketingoftheir products and
services,tak eadvantageofacquisitionorother opportunitiesmorereadily or developand expand theirproducts andservicesmore
quickly than we do. Potentialcompetitorsalsoinclude establishedsocialmedia companiesthatmay developproducts,features,or
services that maycompete with oursoroperators of mobile operating systemsand appstores. Forexample,Facebook hasintroduced a
datingfea ture on its platform,which it hasrolledout in NorthAmerica, Europe andother marketsaround theglobe.These social
mediaand mobile platform competitors coulduse strong or dominantpositions in one or more markets, andready accesstoexisting
largepoolsofpotentialusers andpersonalinformation regardingthoseusers,togaincompetitiveadvantages overus. Thesemay
include offering different productfeatures,servicesorpricing models that usersmay prefer or offering theirproducts andservices to
usersatnocharge, whichmay enable them to acquire andengage usersatthe expenseofour user growth or engagement.
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If we arenot able to competeeffectivelyagainst our current or future competitors andproducts that mayemerge, thesizeand levelof
engagement of our user base maydecrease, whichcouldmateriallyadverselyaffect our business, financialconditionand resultsof
operations.
Distributionand marketingof, andaccessto, ourproductsdepends,insignificant part, on avariety of third-party publishers and
platforms. If thesethird partieslimit, prohibit or otherwiseinterfere with or change theterms of thedistribution, useormarketing
of ourproductsinany material way, it couldmateriallyadversely affect ourbusiness, financialconditionand resultsofoperations.
We market anddistributeour products (including relatedmobile applications)through avariety of third-partypublishers and
distributionchannels.Our ability to market our brands on anygiven propertyorchannelissubject to thepoliciesofthe relevant third
party. Thereisnoguarantee that popular mobile platformswillcontinue to featureour products,orthatmobile device userswill
continue to useour products rather than competingproducts.Weare dependent on theinteroperability of our products with popular
mobile operatingsystems,networks, technologies,products,and standardsthatwedonot control, such as theAndroidand iOS
operating systems. Anychanges,bugs,ortechnical issues in such systems, or changesinour relationships with mobile operating
system partners,handset manufacturers, or mobile carriers, or in theirterms of serviceorpoliciesthatdegrade our products’
functionality,reduceoreliminateour abilitytoupdate or distributeour products,givepreferentialtreatment to competitiveproducts,
limit our abilitytodeliver,target, or measurethe effectivenessofads,orchargefees relatedtothe distributionofour products or our
deliveryofads couldmateriallyadverselyaffect theusage of our products on mobile devices.
Some of thethird-party publishers anddistributionchannels through whichwemarketand distributeour products have rolledout or
mayinthe future roll out theirown datingproducts,suchasFacebook. If thesethird-party publishers anddistributionchannels limit
our ability to reach theirusers,our business, financialconditionand resultsofoperations maybematerially adverselyaffected.
We also rely on largetechplatforms such asGooglefor targeted advertisementand performance marketing. In 2022, Google
announced amulti-year initiativewith thegoalofstrengthening privacy on Android, whichmay include theabolishmentof
AdvertisingIDs (Google'sunique user IDsfor advertising) an dlimitations on sharinguserdatawiththird parties. Thereare also,and
mayinthe future be,legislative initiativessuchasthe European Union’sDigital MarketsAct that require gatekeeper platformssuchas
Googletoobtainvalid user consentbeforecollectingand usingpersonaldatafor targeted advertising. In theevent that our abilityto
accurately target,track andmeasureour advertisingcampaigns at theuserlevel becomesmorelimiteddue to such regulatorychanges
or largetech platforms’ policychanges,orweare no longerabletoconducttargetedadvertisementand performance marketing
through such platformsbecause of increasedcosts of advertisingonthese platforms, or we choosenot to conducttargeted
advertisementand performance marketingthrough such platformsdue to,for example, brandsafetyconcerns,our user acquisitionand
revenue stream maybemateriallyadversely affected.
Certainpublishers andchannels have,fromtimetotime,limitedorprohibitedadvertisements fordatingproducts foravarietyof
reasons,including as aresultofpoor behavior by otherindustryparticipants. Thereisnoassurancethatwewillnot be limitedor
prohibitedfromusing certain current or prospectivemarketing channels in thefuture. If this were to happeninthe caseofasignificant
marketingchanneland/or forasignificant period of time, our business, financialconditionand resultsofoperations couldbe
materially adverselyaffected.
Finally, many usershistorically registered for(andloggedinto) our applications through theirFacebook profilesortheir AppleIDs.
While we have othermethods that allowusers to register for(andlog into)our products,noassurances can be providedthatusers will
usethese othermethods.Facebook, Appleand otherplatforms such as Googlehavebroad discretion to change theirterms and
conditions in ways that couldlimit, eliminateorotherwise interferewithour abilitytouse them as aregistrationmethod or to allow
them to usesuchdatatogainacompetitiveadvantage.Suchchangesinterms andconditions couldmaterially adverselyaffect our
business, financialconditionand results of operations.Additionally,ifsecurity on anyofthese platformsiscompromised,ifour users
arelockedout fromtheir accounts on anyofthese platforms, or if anyofthese platformsexperiences an outage, our usersmay be
unabletoaccessour products.Asaresult, user growth andengagement on ourservice couldbemateriallyadverselyaffected,evenif
foratemporaryperiod.
Accesstoour productsdepends on mobile app stores andother thirdpartiessuchasdatacenterservice providers, as well as third-
party cloudinfrastructureand serviceproviders,payment aggregators, computer systems, internet transitproviders andother
communications systemsand serviceproviders, andsuchthird-parties maytake actionsthatlimit,prohibitoreliminateour ability
to distribute or updateour applications,orincreasethe coststodoso.
Ourproducts depend on mobile appstoresand otherthird partiessuchasdatacenterservice providers,aswellasthird-party cloud
infrastructureand serviceproviders,payment aggregators, computer systems, internet transitproviders andother communications
systemsand serviceproviders.Our mobile applications arealmost exclusivelyaccessed through anddependonthe AppleApp Store
andthe GooglePlayStore.While our mobile applications aregenerally free to downloadfromthese stores,weofferour usersthe
opportunity to purchasesubscriptions andcertain àlacarte features through theseapplications.Wedeterminethe prices at whichthese
subscriptions andfeaturesare sold,subject to approvalbyAppleorGoogle, as relevant.Purchases of thesesubscriptions andfeatures
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viaour mobile applications aremainlyprocessedthrough thein-apppayment systemsprovidedbyAppleand Google. We payApple
andGoogle,asapplicable,ameaningful share(up to 30%)ofthe revenue we receive fromtransactions processedthrough in-app
paymentsystems (Googlereduced its in-app purchasefees forsubscriptionpaymentsto15% as of January 1, 2022).Ifthe AppleApp
Storeorthe GooglePlayStore were to experience an outage, or if either decidedtoexitamarket,manyofour usersmay be unableto
access our apps,which couldmateriallyadversely affect our business, financialcondition andresults of operations.
Furthermore, bothAppleand Googlehavebroad discretiontomakechangestotheir operating systemsorpayment services or change
themannerinwhich theirmobile operatingsystems functionand theirrespectiveterms andconditions applicable to thedistributionof
our applications,including theamount of,and requirementtopay,certain fees associated with purchases requiredtobefacilitatedby
Appleand Googlethrough our applications,and to interprettheir respectiveterms andconditions in ways that maylimit, eliminateor
otherwiseinterfere with our products,our ability to distributeour applications through theirstores, our ability to update our
applications,including to make bug fixesorother featureupdatesorupgrades,the features we provide,the mannerinwhich we
market our in-app products,our ability to access nativefunctionality or otheraspects of mobile devices,and our ability to access
informationaboutour usersthattheycollect.Tothe extent either or bothofthemdoso, our business, financialconditionand results of
operations couldbematerially adverselyaffected.For example, pursuanttoGoogle’spolicywhereby onlyGooglePlay’sin-app
billingsystemcouldbeusedfor transactions in itsstore,weweremandatedtostopthe provision of non-native paymentoptions to our
usersonAndroidduring2021, whichcauseddisruptions forusers andled to adeclineinPayingUsers.Since announcingthispolicy
in 2020, followingindustrypushback andcountry-specificregulations Googlehas introduced in select marketsthe optionof“user
choice billing,” whichallows eligible developers to offerusers an additionalbillingsystemalongsideGooglePlay’sbillingsystem,
andinthe European Economic Area theoptionfor eligible developers to offerusers an alternativetoGooglePlay’sbillingsystem. We
areactivelyexploringsuchsolutions on acountry-by-country basis. However, as thesesolutions areintheir infancy, they mayevolve
following subsequent regulatorymandatesororganically at Google’sbehest, andassuchwewillneed to be readytocontinuously
adapttosuchchanges. Anydeadlines imposed on developers by future iterations of Google’spolicywill require prompt andactive
development, andfailure to do so mayresultinthe discontinuationofthe provision of alternativebillingmethods to our users.
Similarly,Appleisexperiencing industrypushback andcountry-specificregulations.Inresponsetoarecent antitrust lawsuit, Apple
now allows alldigitalapps in theUnitedStatestoinclude alinktothe developer’s websitetoprocesspaymentsfor in-app purchases.
Additionally, in theEU, pursuanttothe DigitalMarkets Act, allmajor appstore operators such as Googleand Applewill be forced to
introducemorecountry-specificbillingpoliciesthatallowdevelopers to offeralternativebillingmethods,and it is expected that other
marketsmay followsuit. Shouldwechoosetoexploresuchpolicyinitiativesfor thebenefit of our businessand our users, we may
potentially become subject to highlynuanced,country-specificbillingpoliciesand commissions of majorapp storeoperators,wemay
need to devotemoreresourcesand time in creatingand managing separate appbundles foreachcountry in whichwewanttooffer
alternativebillingoptions,which couldbecome burdensome, and/or we couldbecomesubject to highercommissions overall.
Furthermore, changestobillingoptions maycause adisruptiontothe user journey, whichcouldcause adecreaseinpayinguser
conversionrates.Alternatively, choosingnot to exploresuchpolicyinitiatives couldpresent ariskofmissedopportunity.Any of the
foregoing couldmateriallyadverselyaffect our business, financialconditionand results of operations.
If we arenot abletomaintainthe valueand reputation of ourbrands, ourability to expandour baseofusers maybeimpaired, and
ourbus inessand financialresults maybeharmed.
We believethatour brands have significantly contributed to thesuccess of our business. We also believe that maintaining, protecting
andenhancingour brands is critical to expanding our base of usersand, if we fail to do so,our business, financialconditionand results
of operations couldbemateriallyadverselyaffected.Webelieve that theimportanceofbrand recognitionwillcontinue to increase,
giventhe growingnumberofonlinedatingand social connectionsites andapplications,or“apps,” andthe lowbarrierstoentry for
companiesoffering onlinedating, social connectionand othertypesofpersonalservices. Many of our newusers arereferredby
existingusers.Maintaining our brands will depend largelyonour ability to continue to provide useful,reliable, trustworthyand
innovative products,which we maynot do successfully.
Further, we mayexperience media, legislat ive, or regulatoryscrutinyofour actions or decisions regardinguserprivacy,encryption,
content, advertisingand otherissues,which maymaterially adverselyaffect our reputationand brands.Inaddition, we mayfailto
respond expeditiously or appropriately to objectionablepractices by users, or to otherwiseaddressuserconcerns,which coulderode
confidence in our brands.Maintaining andenhancingour brands will require us to make substantialinvestmentsand theseinvestments
maynot be successful.
Changestoour existingbrandsand products, or theintroductionoracquisition of newbrandsorproducts, couldfailtoattract or
retain usersorgeneraterevenue andprofits.
Ourabilitytoretain, increase,and engage our user base andtoincreaseour revenue depends heavily on our ability to continue to
evolve our existingbrands andproducts andtocreatesuccessful newbrands andproducts,bothindependently andinconjunction with
developers or otherthird parties. We mayintroducesignificantchangestoour existing brands andproducts,oracquire or introduce
newand unprovenbrands, products andproductextensions,including usingtechnologies with whichwehavelittle or no prior
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developmentoroperating experience.Wehavealsoinvested,and expect to continue to invest,significant resources in growingour
products to supportincreasingusage as well as newlines of business, newproducts,new productextensions andother initiatives to
generate revenue.There is no guarantee that investinginnew lines of business, newproducts,new productextensions andother
initiatives will succeed.Ifour neworenhancedbrands,products or productextensions fail to engage users, marketers, or developers,
or if our businessplans areunsuccess ful, we mayfailtoattract or retain usersortogeneratesufficientrevenue,operating margin,or
othervalue to justifyour investments, andour businessmay be materially adverselyaffected.
We mayalsointroducenew products,featuresorterms of serviceorpolicies, andseektofindnew,effectivewaystoshow our
community newand existingproducts andalert them to events andmeaningful opportunitiestoconnect,thatusers do not like,which
maynegativelyaffectour brands.New products mayprovide temporaryincreases in engagement that mayultimately fail to attract and
retain userssuchthattheymay not producethe long-term benefits that we expect.
We operate in variousinternational markets, includingcertain marketsinwhich we have limited experience. As aresult, we face
additional risksinconnectionwith certain of ourinternationaloperations.
Ourapps areavailable in many different languages, alloverthe world. Operatinginternationally, particularly in countries in whichwe
have limitedexperience, exposes us to anumberofadditionalrisks,including:
operationaland compliancechallengescausedbydistance, language andculturaldifferences;
difficultiesinstaffing andmanaginginternationaloperations;
differing levels of social andtechnological acceptance of our products or lack of acceptance of them generally;
foreigncurrencyfluctuations;
restrictions on thetransferoffunds among countries andback to theUnitedStates, as well as costsassociated with
repatriatingfunds to theUnitedStates;
differing andpotentially adversetax laws;
multiple,conflictingand changing laws,rules andregulations (including thoseintendedtostrengthenagovernment's
controloverthe internet andtoreduceits dependenceonforeign companiesand countries), anddifficultiesunderstanding
andensuringcompliancewiththoselawsbybothour employees andour businesspartners, overwhom we exertnocontrol;
compliance challengesdue to different laws andregulatoryenvironments,particularlyinthe caseofintellectualproperty,
privacy,datasecurity,intermediaryliability,and consumer protection;
actions by governmentsorotherstorestrictaccess to or censorcontentonour platform,whether theseactions aretaken for
political reasons,inresponsetodecisions we make regardinggovernmentalrequestsorcontentgenerated by our users, or
otherwise;
competitiveenvironments that favor local businesses;
increasedcompetitionfromlargely regionalwebsites, mobile applications andservicesthatprovide real-time
communications andhavestrong positions in particular countries,which have expandedand maycontinue to expand their
geographicfootprint;
limitations on thelevel of intellectualpropertyprotection;
lowusage and/or penetrationofinternet-connected consumer electronicdevices or awidediversity of device capabilities
andoperating systems(forexample,somecountries mayhaveahighpenetrationofolder phonesrunning on olderversions
of operating systemsthatare not adequately supportedbyour updatedsoftware);
geopolitical tension(such as thewarsinUkraine andIsrael) or social unrestand economic instability,particularly in
countries in whichweoperate;
tradesanctions such as thoseadministeredbythe U.S. Office of ForeignAssets Control, that restrict our dealings with
certain sanctionedcountries,territories,individuals andentities; theselawsand regulations arecomplex,frequently
changing, andincreasinginnumber, andmay imposeadditionalprohibitions or compliance obligations on our dealings in
certain countries andterritories;
political unrest, terrorism,war,health andsafetyepidemics (suchasCOVID-19) or thethreat of anyofthese events;
advisories by theU.S.orother governmentsregarding usageofour apps in othercountries;
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breaches or violationofany anti-corruptionlaws, rulesorregulations applicable to our business, including but not limited
to theForeign Corrupt Practices Actof1977, as amended; and
anyfailure to comply with anydemandbyenforcementauthoritiestoaccessour user data,which couldlead to our inability
to operate in such country or otherpunitiveacts.
Theoccurrenceorimpactofany or allofthe events describedabove couldmaterially adverselyaffect our internationaloperations,
whichcouldinturnmateriallyadversely affect our business, financialcondition andresults of operations.
Ourgrowthand profitability rely,inpart, on ourability to attractand retain usersthrough cost-effectivemarketingefforts,
includingthrough oursocialmedia presence anduse of sponsorships,brand ambassadors, spokespersons andsocialmedia
influencers. Anyfailure in theseeffortscould materially adversely affect ourbusiness, financialcondition andresults of
operations.
Attractingand retainingusers forour products involve considerable expendituresfor onlineand offlinemarketing. Historically,we
have hadtoincreaseour marketingexpendituresovertime in ordertoattractand retain usersand sustainour growth.Evolving
consumer behavior can affect theavailability of profitable marketingopportunities.For example, as consumerscommunicatemore via
messaging apps andoth er virtualmeans, to continue to reach potential usersand grow our businesses, we must identify anddevote
more of our overall marketingexpenditurestonewer advertisingchannels,suchasmobile andonlinevideo platformsaswellas
targeted campaigns in whichwecommunicate directly with potential,formerand current usersvia newvirtual means. Generall y, the
opportunities in andsophisticationofnewer advertisingchanne ls arerelativelyundevelopedand unproven, andthere can be no
assurancethatwewill be able to continue to appropriately manage andfine-tune our marketingeffortsinresponsetothese andother
trends in theadvertisingindustry. Anyfailure to do so couldmaterially adverselyaffect our business, financialconditionand resultsof
operations.
In addition, fromtime to time,weuse thesuccessstories of our users, andutilizesponsorships, Bumble appbrand ambassadors,
spokespersons andsocialmedia influencers, including in some cases celebrities, in our advertisingand marketingprogramsto
communicateonapersonallevel with consumers. If theseindividuals act in away that is contrary to our women-firstmission or that
harmstheir personalreputationorimage,oriftheystopusing our services andproducts,itcouldhaveanadverseimpactonthe
advertisingand marketingcampaigns in whichtheyare featured andonour brand. We andour brandambassadors, spokespersons and
social mediainfluencersalsouse social mediachannelsasameansofcommunicatingwith consumers. Unauthorized or inappropriate
useofthese channels couldresultinharmful publicity or negative consumer experiences,which couldhaveanadverseimpactonthe
effectivenessofour marketinginthese channels.Inaddition, substantialnegativ ecommentarybyothersonsocialmedia platforms
couldhaveanadverseimpactonour reputationand abilitytoattractand retain users. If our advertisingand marketingcampaigns do
not generate asufficientnumberofusers,our business, financialconditionand results of operations will be materially adversely
affected.
We aresubject to certainrisks as amission-based company.
Themission of Bumble appisasignificantpartofour businessstrategyand whoweare as acompany. We believethatBumbleapp
usersvalue our commitment to our mission. However, because we holdourselves to such high standards, andbecause we believe our
usershavecometohavehighexpectations of us,wemay be more severely affected by negativereports or publicity if we fail,orare
perceivedtohavefailed, to liveuptoBumbleapp’smission. Forexample,providing asafeonlinecommunity forusers to build new
relationships andtoempower womeniscentral to Bumble app’smission. As aresult, our brands andreputationmay be negatively
affected by theactions of usersthatare deemed to be hostileorinappropriate to otherusers or disempoweringtowomen or by the
actions of usersactingunderfalse or inauthentic identities. Similarly, anynegativepublicity about activity in thebusinessthatis
perceivedtobedisempoweringtowomen wouldnegativelyaffect our brands andreputation. If anyofour employees were to engage
in or be accusedofmisconduct, or if we were to fail to properlyaddressmisconduct, particularly behavior or actions that are
inconsistent with our mission-driven culture,wecould be exposed to regulatoryscrutinyorlegal liability,and our businessand
reputationcouldbemateriallyadversely affected.The damage to our reputationmay be greaterthanother companiesthatdonot have
similar values as us,and it maytakeuslongertorecoverfromsuchanincidentand gain back thetrust of our users.
In addition, we maymakedecisions regardingour businessand products in accordance with Bumble app’smission andvaluesthat
mayreduceour short- or medium-termoperatingresults if we believe thosedecisions areconsistent with themission andwill improve
theaggregateuserexperience. Although we expect that our commitment to Bumble app’smission will, accordingly, improveour
financialperformance overthe long term,these decisions maynot be consistent with theexpectations of investorsand anylonger-term
benefits maynot materializewithinthe time frame we expect or at all, whichcouldharmour business, revenue andfinancial results.
Finally, we have in thepastand mayinthe future be subjected to litigationbythosethatdisagreewith aspectsofBumbleapp’s
mission or features of our platform that we have developedinsupportofour mission.
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Ourfuturesuccessdepends on thecontinuingeffortsofour keyemployees andour ability to attractand retain highly skilled
personneland senior management.
We currently depend on thecontinuedservicesand performance of our keypersonnel, including Whitney WolfeHerd, our Executive
Chair, andLidiane Jones, our ChiefExecutiveOfficer. If one or more of our executiveofficers or keyemployees were unableor
unwilling to continue theiremploymentwith us,wemight not be able to replace them easily,inatimely manner, or at all. Therisk
that competitors or othercompanies maypoach our talent increases as we continue to build our brands andbecomemorewell-known.
Ourkey personnelhavebeen,and maycontinue to be,subjecttopoachingeffortsbyour competitorsand otherinternetcompanies,
including well-capitalized playersinthe social mediaand consumer internet space. Thelossofkey personnel, including membersof
management as well as keyengi neering, productdevelopment, andmarketing personnel, coulddisrupt ouroperations andhavea
material adverseeffect on our business.
Ourfuturesuccesswill depend upon our continuedabilitytoidentify, hire,develop, motivateand retain highlyskilledindividuals
acrossthe globe,withthe continuedcontributions of our senior management beingespecially critical to our success.There is strong
competitionfor well-qualified, highlyskilledemployees,and from timetotime we maynot be able to fill positions in desired
geographicareas or at all, or mayexperienceincreased labor costsinorder to do so.While we have establishedprogramstoattract
newemployees andprovide incentives to retain existingemployees,particularly our senior management,wecannot guarantee that we
will be able to attract newemployees or retain theservices of our senior management or anyother keyemployees in thefuture. As we
continue to mature,the incentivestoattract,retain, andmotivateemployees providedbyour equity awards or by future arrangements
maynot be as effectiveasinthe past,and if we issuesignificantequity to attract additionalemployees or to retain our existing
employees,wewouldincur substantialadditionalshare-based compensation expenseand taxexpenseand theownership of our
existingstockholders wouldbefurther diluted. Proposed andfinal stateand federallaws, rulesand regulations intendedtolimit or
curtailthe enforceability of non-competition, employeenon-solicitation, confidentiality andsimilar restrictivecovenant clausescould
make it more difficu lt to retain qualifiedpersonnel. Further, our ability to attract, retain,and motivateemployees mayalsobe
adverselyaffected by stockprice volatility.Inparticular, declines in our stockprice,orlower stockprice performance relativeto
competitors have been reducingthe retentionvalue of our share-basedawards, whichcan impact thecompetitiveness of our
compensation.
Additionally, we believe that our cultureand core values have been,and will continue to be,akeycontributor to our successand our
ability to foster theinnovation, creativity andteamwork we believe we need to supportour operations.Ifwefailtoeffectivelymanage
our hiring needsand successfully integrateour newhires,orifwefailtoeffectivelymanageremoteworkarrangements, our efficiency
andabilitytomeetour forecastsand our ability to maintain our culture, employeemorale, productivity andretentioncouldsuffer, and
our business, financialconditionand results of operations couldbematerially adverselyaffected.
Finally, effectivesuccessionplanning is also important to our future success. If we fail to ensure theeffectivetransferofsenior
management knowledge andsmoothtransitions involving senior management acrossour various businesses, our ability to execute
shortand long term strategic, financialand operating goals,aswellasour business, financialconditionand results of operations
generally, couldbemateriallyadversely affected.
Seealso“—Weface risksarising fromthe recentlyannounced plan to implement aglobalworkforce reductionand restructuring of
our operations anduncertainty with respect to our ability to achieve strongeroperatingleverageand realizeanticipated efficiencies
associated with such restructuring.”
We face risksarising from therecentlyannounced plan to implement aglobal workforcereductionand restructuringofour
operations anduncertainty with respect to ourability to achieve stronger operatingleverage andrealize anticipated efficiencies
associated with such restructuring.
On February 27, 2024, we announced our intentiontoreducethe Company’sglobalworkforce to better alignour operating model
with future strategicprioritiesand to drivestrongeroperatingleverage. Future chargesrelated to such actions mayharmour
profitability in theperiods incurred.
Theserestructuring actions,which include areductioninworkforce andredesigns of our operatingmodeland core processes, may
presentanumberofsignificantrisks that couldhaveamaterial adverseeffect on our business, financialcondition, or resultsof
operations,including:
incurrenceofadditionalcosts in theshort-term,including workforcereductioncosts or third-partyresources,orin
different periods than anticipated;
actualorperceiveddisruptionofservice or reductioninservice levels to users;
potential adverseeffectsonour internal controlenvironmentand inability to preserve adequate internal controls;
actualorperceiveddisruptiontoservice providers andother important operationalrelationships andthe inability to
resolvepoten tialconflicts in atimelymanner;
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distractiontoemployees andmanagementand diversionofmanagementattentionfromongoing businessactivitiesand
strategicobjectives;
failure to maintain employee morale andretainkey employees,damagetocompany cultureand an increase in
employmentclaims; and
damage to our brandand reputationasanemployer, whichcouldmakeitmoredifficult forustohirenew employees in
thefuture.
Because of theseand otherfactors,someofwhich maynot be entirely within our control, we maynot fully realizethe purposeand
anticipated operationalbenefits,efficiencies or cost savings of anyproductivity actions in theexpected timelines,oratall,and, if we
do not,our business, financialcondition, andresults of operationsmay be adverselyaffected.
Inappropriate actions by certainofour userscould be attributed to us anddamage ourbrands’ reputations,which in turn could
materially adversely affect ourbusiness.
Usersofour products have been,and mayinthe future be,physically,financially,emotionally or otherwiseharmedbyother
individuals that such usershavemet or maymeetthrough theuse of one of our products.Whenone or more of our userssuffers or
allegestohavesufferedany such harm either on our platform or in person aftermeetingonour products,wehaveinthe past,and
couldinthe future,experience negative publicityorlegal actionthatcoulddamageour brands andour brands’reputation. Similar
events affectingusers of our competitors’products have resulted in thepast, andcouldresultinthe future,innegativepublicityfor the
datingindustrygenerally,which couldinturnnegativelyaffect ourbusiness, particularly if such objectionableeventsare widely
reported.
In addition, thereputations of our brands maybematerially adverselyaffected by theactions of ourusers that aredeemed to be
hostile,offensive,defamatory, inappropriate or unlawful. Furthermore, usershaveinthe past andmay in thefutureuse our products
forillegal or harmfulpurposes rather than fortheir intended purposes,suchasromance scams, promotionoffalse or inaccurate
information, financialfraud, drug trafficking, sex-trafficking, andrecruitment to terrorist groups.While we have systemsand
processesinplace that aimtomonitorand review theappropriateness of thecontentaccessiblethrough our products,which include,in
particular,reportingtoolsthrough whichusers can inform us of such behavior on theplatform, andhaveadopted policiesregarding
illegal,offensive or inappropriate useofour products,our usershaveinthe past,and couldinthe future,nonetheless engage in
activitiesthatviolate our policies, and/or thesystems andprocessesthatwehaveinplace to monitorand review theappropriateness of
contentmay fail. Additionally,while our policiesattempt to addressillegal,offensiveorinappropriate useofour products,wecannot
controlhow our usersengage if andwhentheymeetinpersonafter meetingonour products.These safeguardsmay not be sufficient
to avoidharmtoour reputation andbrands, especially if such hostile, offensiveorinappropriate useiswell-publicized.Furthermore,
to theextentthatour users, particularly women, do not feel safe usingour products,our reputationand Bumble app's“women-first”
brandwouldbenegativelyaffected, whichmay in turn materially adverselyaffect our business, financialconditionand resultsof
operations.
Spam andfake accountscould diminish theexperience on ourplatform, whichcould damage ourreputationand deterpeople
from usingour productsand services.
Ourterms andconditions of useprohibit“spam”content,which refers to arange of abusiv eactivitiesthatisgenerally definedas
unsolicited,repeated actions that negativelyimpact otherpeoplewith thegeneral goalofdrawing attentiontoagivenaccount,site,
productoridea. In addition, our termsand conditions of useprohibitthe creationoffakeaccounts. Although we continue to invest
resources to reducespamand fake accountsonour platform,weexpect that spammers will continue to seek ways to act
inappropriately on our platform.Moreover, we expect that increasesinthe numberofaccountsonour platform will result in increased
effortsbyspammers to misuseour platform.Wecontinuously combat spam andfakeaccounts, including by suspending or terminating
accountswebelieve to be spammers andlaunching algorithmicchangesfocused on curbingabusiveactivities. However, our actions to
combat spam andfakeaccountsrequire significantresources andtime.Ifspamand fake accountsincreaseonour platform,thiscould
hurtour reputation, result in legalliability or continuing operationalcosttousand deterpeoplefromusing our products andservices.
Ourusermetrics andother estimatesare subject to inherent challenges in measurement, andrealorperceived inaccuracies in
thosemetrics mayseriously harm andnegativelyaffectour reputationand ourbusiness.
We regularly review metrics, including our Bumble AppPayingUsers,Badoo Appand OtherPayingUsers,Total Paying Users,
Bumble AppAverage Revenue perPayingUser, Badoo Appand OtherAverage Revenue perPayingUserand TotalAverage
Revenue perPayingUsermetrics,toevaluategrowthtrends,measure our performance,and make strategicdecisions.These metrics
arecalculatedusing internal companydatagatheredonananalyticsplatformthatwedevelopedand operate andhavenot been
validated by an independent thirdparty.While thesemetrics arebased on what we believe to be reasonableestimatesofour user base
forthe applicable period of measurement, thereare inherent challengesinmeasuringhow our products areusedacrosslarge
22
populations globally.Our user metricsare also affected by technology on certain mobile devicesthatautomatically runs in the
background of our applicationwhenanotherphone function is used,and this activity can causeour system to miscount theuser
metricsassociatedwith such account.The methodologies used to measurethese metricsrequire significantjudgmentand arealso
susceptible to algorithmorother technical errors.Inaddition, we arecontinually seekingtoimprove our estimatesofour user base,
andsuchestimates maychange due to improvementsorchangesinour methodology, whichcouldresultinadjustments to our
historical metrics. Ourability to recalculateour historical metricsmay be impacted by data limitations or otherfactors.Moreover,
when we make an acquisition, themethodologies that were historically used by theacquiredcompany to calculate certain metricsmay
be different fromour methodologies in calculatingthosemetrics,and it maytaketime to alignthe methodologies.
Errors or inaccuracies in our metricsordatacouldalsoresultinincorrect businessdecisions andinefficiencies.For instance, if a
significant understatement or overstatement of activeusers were to occur, we mayexpend resources to implement unnecessary
businessmeasures or fail to take requiredactions to attract asufficientnumberofusers to satisfy our growth strategies.We
continually seek to addresstechnical issues in our ability to record such data andimprove our accuracy,but giventhe complexity of
thesystems involvedand therapidly changing nature of mobile devices andsystems,weexpect theseissues to continue,particularlyif
we continue to expand in partsofthe worldwhere mobile data systemsand connections arelessstable. If partners or investorsdonot
perceive our user,geographic, or otherdemographicmetrics to be accurate representations of our user base,orifwediscovermaterial
inaccuracies in our user,geographic, or otherdemographicmetrics,our business, resultsofoperations andreputationmay be
materially adverselyimpacted.
RisksRelated to InformationTechnology Systems
Security breaches,improperaccesstoordisclosureofour dataoruserdata, otherhacking andphishingattacksonour systems, or
othercyber incidentscould compromisethe confidentiality and/or availability of sensitiveinformation relatedtoour business
and/or personaldataprocessedbyusoronour behalf andexposeustoliability,which couldharmour reputationand materially
adversely affect ourbusiness.
Ourproducts andservicesand theope ration of our businessinvol ve thecollection, storage, processing, andtransmission of data,
including personaldata. Theinformation systemsthatstore andprocess such data aresusceptibletoincreasingthreatsofcontinually
evolving cybersecurity risks. In particular,our industryisprone to cyber-attacksbythird partiesseekingunauthorized accessto
confidential or sensitivedata, including user personaldata, or to disrupt our ability to provide services.Weface an ever-increasing
numberofthreats to our informationsys te ms fromabroadrange of threat actors,including foreigngovernments, criminals,
competitors,computerhackers,cyberterroristsand politically motivated groups or individuals,and we have previously experienced
various attempts to accessour informationsystems.These threatsinclude physical or electronicbreak-ins,security breachesfrom
inadvertentorintentionalactions by our employees,contractors, consultants, and/or otherthird partieswith otherwiselegitimate
access to our systems, websiteorfacilities, or fromcyber-attacksbymalicious thirdparties whichcouldbreachour security controls
anddisrupt our systems. Themotivations of such actorsmay vary,but breaches that compromiseour informationtechnology systems
can causeinterruptions,delaysoroperationalmalfunctions,which in turn couldhaveamaterial adverseeffect on our business, results
of operations,financial conditionand prospects.
In addition, therisks relatedtoasecurity breach or disruption, including through adistributed denial-of-service (DDoS) attack,
computer malware, ransomware,viruses,socialengineering (predominantlyspear phishingattacks),scrapingand generalhacking,
have become more prevalentinour industryand have generallyincreased as thenumber, intensity, andsophisticationofattempted
attacksand intrusions fromaround theworld have increased. Such security breaches or disruptions have occurredonour systemsin
thepastand will occuronour systemsinthe future.Wealsoregularly encounter attempts to createfalse or undesirableuseraccounts
andadvertisements or to take otheractions on our platform forobjectionableends.Asaresult of our prominence,the size of our user
base,the typesand volum eofpersonaldataonour systems, andthe evolving nature of our products andservices (including our efforts
involving newand emerging technologies), we maybeaparticularly attractivetargetfor such attacks, including fromhighly
sophisticated,state-sponsored,orotherwise well-fundedactors.
Oureffortstoaddressundesirableactivityonour platform also increasethe risk of retaliatory attacks. Such breachesand attacksonus
or our third-partyservi ce providers maycause interruptions to theservices we provide,degrade theuserexperience, cause usersor
marketerstoloseconfidence andtrust in our products anddecreasethe useofour products or stop usingour products in theirentirety,
impairour internal systems, or result in financialharmtous. Anyfailure to preventormitigatesecurity breaches andunauthorized
accesstoordisclosureofour data or user data,including personalinformation, content, or paymentinformation fromusers,or
informationfrommarketers,couldresultinthe loss, modification, disclosure,destruction, or othermisuseofsuchdata, whichcould
subject us to legalliability,harmour businessand reputationand diminishour competitiveposition. We mayincur significantcosts in
protectingagainst or remediatingsuchincidents andascybersecurity incidentscontinue to evolve,wemay be requiredtoexpend
significant additionalresources to continue to modify or enhanceour protectivemeasures or to investigateand remediateany
informationsecurity vulnerabilities. Oureffortstoprotect our confidentialand sensitivedata, thedataofour usersorother personal
informationwereceive,and to minimizeundesirableactivitiesonour platform,may also be unsuccessful due to software bugs or
othertechnical malfunctions;employee, contractor,orvendor errorormalfeasance, including defectsorvulnerabilitiesinour service
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providers’informationtechnology systemsorofferings;government surveillance; breaches of physical security of our facilitiesor
technical infrastructure;our or our third-partyvendors’ implementationoruse of artificial intelligence; or otherthreatsthatmay
surface or evolve.
Moreover, thirdpartiesmay attempttofraudulently induceemployees or userstodiscloseinformationinorder to gain accesstoour
data or our users’ data.Cyber-attackscontinue to evolve in sophisticationand volume, andmay be di fficult to detect forlong periods
of time. As artificialintelligencecapabilitiesimprove andare increasinglyadopted,wemay also seecyber-attackscreated through
artificialintelligence.Although we have developedtechnology andprocessesthatare designedtoprotect our data anduserdata, to
preventdataloss, to disableundesirable accountsand activitiesonour platform,and to preventordetect security breaches,wecannot
assure you that such measures will be successful, that we will be able to anticipate or detect allcyber-attacksorother breaches,that
we will be able to reacttocyber-attacksorother breachesinatimelymanner, or that our remediationeffortswill be successful.For
example, while our technology hassupportedremotework, such workingenvironments maybelesssecureand more susceptibleto
attack,including phishingand social engineeringattempts. We mayalsoincur significant legaland financialexposure, includinglegal
claims,highertransactionfees andregulatoryfines andpenalties as aresultofany compromiseorbreachofour systemsordata
security,orthe systemsand data security of our third-partyproviders.Any of theforegoing couldhaveamaterialadverseeffecton
our business, financialconditionand results of operations.
While our insurancepoliciesinclude liability coverage forcertain of thesematters,ifweexperience asignificant security incident,we
couldbesubject to liability or otherdamages that exceed our insurancecoverage andwecannot be certainthatsuchinsurance policies
will continue to be availabletousoneconomically reasonableterms,oratall, or that anyinsurer will not deny coverage as to any
future claim. Thesuccessfulassertion of one or more largeclaimsagainst us that exceed availableinsurance coverage,orthe
occurrenceofchangesinour insurancepolicies, including premiumincreases or theimpositionoflargerdeductiblesorco-insurance
requirements, couldhaveamaterial adverseeffect on our results of operations,financial conditionand cash flows.
If thesecurity of personaland confidential or sensitive user informationthatweorsomeofour partnersmaintainand storeis
breached,orotherwise accessed by unauthorized persons,itmay be costly to remediatesuchabreach andour reputation couldbe
harmed.
We receive, process, store, andtransmit asignificantamount of personaluserand otherconfidentialorsensitiveinformation,
including user-to-user communications,payment cardinformation andother personalinformationofour usersand employees,and
enable our userstoshare theirpersonalinformationwith each other. We continuously developand maintain systemstoprotect the
security,integrity andconfidentiality of this information, but we have experienced past incidentsand cannot guarantee that inadvertent
or unauthorized useordisclosureofsuchinformationwill not occurinthe future or that thirdparties will not gain unauthorized access
to such informationdespite our efforts. When such incidentsoccur, we maynot be able to remedy them,wemay be requiredbylaw to
notifyregulatorsand individuals whosepersonalinformation wasusedordisclosed without authorization, we maybesubject to
claims againstus, includinggovernment enforcementactions or investigations ,fines andlitigation, andwemay have to expend
significant capitaland otherresourcestomitigatethe impactofsuchevents, including developing andimplementingprotections to
preventfutureeventsofthisnaturefromoccurring. When unauthorized accesstoany of theconfidential, sensitiveorother personal
informationwecollect or processoccurs, theperceptionofthe effectivenessofour security measures andour reputationmay be
harmed,wemay lose current andpotentialusers andthe recognition of our various brands andsuchbrands’competitivepositions may
be diminished,any or allofwhich might materially adverselyaffect our business, financialconditionand resultsofoperations.See
“—We must comply with rapidly-evolving privacy anddataprotectionlawsacrossjurisdictions,and thefailure to do so couldresult
in claims,changestoour businesspractices,monetary penalties, increased cost of operations,ordeclines in user growth or
engagement,orotherwise harm our business.”
Furthermore, some of our partners mayreceive or storeinformation providedbyusorbyour usersthrough mobile or webapplications
integrated with our applications andwemay usethird-party serviceproviders to store, transmit andotherwise processcertain
confidential,sensitiveorother personalinformation on our behalf.Ifthese thirdparties fail to adopt or adhere to adequate data
security practices,tocomplywith applicable legislation, to transfer data with therequiredadequate measures forthe transfer,orinthe
eventofabreach of theirnetworks, our data or our users’ data maybeimproperlyaccessed, used,ordisclosed,which couldsubject us
to legalliability.Wecannot controlsuchthird partiesand cannot guarantee that asecurity breach will notoccurontheir systems.
Although we mayhavecontractualprotections with our third-partyservice providers,contractorsand consultants, anyactualor
perceivedsecurity breach couldharmour reputationand brand, exposeustopotentialliabilityorrequire us to expend significant
resources on data security andinresponding to anysuchactualorperceivedbreach.Any contractualprotections we mayhavefrom
our third-partyservice providers,contractorsorconsultantsmay not be sufficienttoadequately protect us fromany such liabilitiesand
losses, andwemay be unabletoenforce anysuchcontractualprotections.
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We useand intend to furtheruse AI in ourbusiness, andchallengeswith properlymanaging its usecould result in reputational
harm,competitive harm,legal liability andother material adverse effectsonour business, financialcondition andresults of
operations.
We useartificialintelligencetechnologies,machinelearning, data analyticsand similartools(collectively, “AI”)inour products and
services,and theint egrati on of AI maybecome more important to our operations overtime.Our competitors mayincorporateAIinto
theirservices more quickly or more successfully than us,which couldimpairour ability to competeeffectivelyand useofAIbyour
serviceproviders,counterparties and otherthird parties, whetherornot knowntous, couldalsoexposeustorisks,all of whichcould
adverselyaffect theresults of our operations.Additionally,ifthe contentorrecommendations that AI applications assist in producing
areorare allegedtobeillegal, infringing third-partyrights, deficient, inaccurate,offensive, biased or otherwiseharmful,wemay face
reputationalconsequences or legalliability,and our business, financialconditionand resultsofoperations maybeadverselyaffected.
AI also presents emerging ethical issues.Ifour useofAIbecomes controversial, we mayexperience loss of user trust, as well as brand
or reputationalharm, competitive harm or legalliability.
AI is thesubject of evolving review by various governmental andregulatoryagenciesaround theglobe,including theSEC andthe
FTC, andlaws, rules, directives and regulations governingthe useofAIare changing andevolving rapidly, such as theEUArtificial
Intelligence Act. We maynot always be able to anticipate how to respond to theseframeworksand we mayhavetoexpend resources
to adjust or auditour products andservicesincertain jurisdictionsifthe legalframeworksonAIare not consistent across jurisdictions.
In particular,use of personaldatainfoundationalmodels andintellectualpropertyownership andlicense rights, including copyright,
of generative andother AI output,havenot been fullyinterpreted by courts or regulations.Any failureorperceivedfailure by us to
comply with laws,rules,directives andregulations governingthe useofAIcouldhaveanadverseimpactonour business, andwemay
not be able to claimintellectualpropertyownership andlicense rightsonany contentorsource code that we createusing AI.
Therapid evolutionofAI, including potentialregulation, makesthe risksofusing AI impossibletopredict,and will require the
dedicationofsignificant resources to develop, test andmaintainAItechnologies,including to implement AI ethically in orderto
minimizeunint ende dharmful impact.
We aresubject to anumberofrisks relatedtopayment card transactions,including datasecuritybreachesand fraudthatweor
thirdpartiesexperience or additionalregulation, anyofwhich couldmaterially adverselyaffect ourbusiness, financialcondition
andresults of operations.
In addition to purchases through theAppleApp Storeand theGooglePlayStore,weacceptanumberofdirectpayment options from
our users, whichare facilitatedbyonlinepayment serviceproviders,including credit anddebit cards, mobile andinternetprovider
billing, onlinewallet-basedpayments, bank transfers, andticket- andvoucher-based payments.The ability to accesspayment
informationonareal-time basiswithout having to proactivelyreach out to theconsumer each time we processanauto-renewal
paymentorapaymentfor thepurchaseofapremiumfeatureonany of our datingproducts is critical to our successand aseamless
experience forour users.
When we or athird partyexperiences adatasecurity breachinvolving paymentcardinformation, affected cardholders will often
canceltheir paymentcards.Inthe case of abreach experienced by athird party, themoresizable thethird party’scustomerbaseand
thegreater thenumberofpaymentcardaccountsimpacted, themorelikelyitisthatour userswouldbeimpactedbysuchabreach. To
theextentour usersare ever affected by such abreachexperiencedbyusorathirdparty,affected userswouldneed to be contacted to
obtainnew paymentcardinformationand processany pending transactions.Itislikelythatwewouldnot be able to reach allaffected
users, andevenifwecould,someusers’new paymentcardinformation maynot be obtainedand some pending transactions maynot
be processed, whichcould materially adverselyaffect our business, financialcondition andresults of operations.
We work with our paymentservice providers to utilizetokenizationtoolstoreplace sensitivecardholderinformationwith astand-in
tokentohelpsecure individualcardholderbankaccount details in paymentcardtransactions andtoreducethe numberofsystems that
have accesstoour customers’ paymentcardinformation. While thesetokenizationtoolscan help limit thedatasecurity risks
associated with paymentcardtransactions,itdoesnot eliminate thoserisks altogether.
Even if our usersare not directly impacted by agiven data security breach, they mayloseconfidence in theability of serviceproviders
to protecttheir personalinformationgenerally,which couldcause them to stop usingtheir paymentcards onlineand choose
alternativepayment methods that arenot as convenientfor us or restrict our ability to processpaymentswithout significantcostor
user effort.
Additionally, if we fail toadequatelyprevent fraudulentpayment card transactions,wemay face litigation, fines, governmental
enforcementaction, civilliability,diminishedpublic perceptionofour security measures,significantly higherpayment card-related
costsand substantialremediationcosts,orrefusal by paymentcardprocessors to continue to processpaymentsonour behalf,any of
whichcouldmateriallyadverselyaffectour business, financialconditionand results of operations.
Finally, thepassage or adoptionofany legislationorregulationaffectingthe ability of serviceproviders to periodically charge
consumersfor,among otherthings,recurring subscription payments maymateriallyadverselyaffect our business, financialcondition
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andresults of operations.For example, underthe PaymentServices Regulation2017, banks andother paymentservices providers
must developand implement strong customer authenticationtocheck that thepersonrequestingaccess to an account or trying to make
apayment is permitted to do so.Thishas impactedand couldmateriallyadverselyaffect our paymentauthorizationrate, user journey
andpayinguserconversionrates.Legislationorregulationregarding theforegoing, or changestoexistinglegislationorregulation
governingsubscription payments,havebeenenacted or arebeing considered globally,including in many U.S. states andbythe
FederalTrade Commission, as well as in certain EU countries andthe UK (forexample,the DigitalMarkets,Competitionand
ConsumersBill). While we monitorand attempttocomplywiththese legaldevelopments,wehavebeen in thepast, andmay be in the
future,subjecttoclaimsundersuchlegislation or regulation.
Oursuccess depends, in part, on theintegrity of third-party systemsand infrastructure andoncontinuedand unimpededaccessto
ourprodu ctsand services on theinternet.
We rely on thirdparties, primarily data centerservice providers (suchascolocationproviders), as well as third-partycloud
infrastructureand serviceproviders,payment aggregators, computer systems, internet transitproviders,other communications systems
andservice providers,and system management serviceproviders,inconnectionwith theprovision of our products generally, as well
as to facilitate andprocesscertain transactions with our users. We have no controloverany of thesethird parties, andwecannot
guarantee that such third-partyproviders will not experience system interruptions,outages or delays,deteriorationintheir
performance,orcyberattacksorother cyberincidents.
Problemsorinsolvencyexperiencedbythird-party data centerservice providers (suchascolocationproviders), cloud infrastructure
andservice providers,and paymentaggregators, upon whom we rely,the telecommunications networkproviders with whom we or
they contract or with thesystems through whichtelecommunications providers allocate capacity among theircustomers couldalso
materially adverselyaffect us.Any changesinservice levels at our data centers, cloud infrastructureand serviceproviders,orpayment
aggregators, or anyinterruptions,outages or delays in our systemsorthoseofour third-partyproviders,ordeteriorationinthe
performance of thesesystems,couldimpairour ability to provide our products or processtransactions with our users, whichcould
materially adverselyimpact our business, financialconditionand resultsofoperations.Additionally, if we need to migrateour
businesstodifferent third-partydatacenterservice providers,cloud infrastructureand serviceproviders,orpayment aggregators, as a
result of anysuchproblemsorinsolvency, it coulddelay our ability to processtransactions with our users. See“—Security breaches,
improperaccesstoordisclosureofour data or user data,other hackingand phishingattacksonour systems, or othercyberincidents
couldcompromisethe confidentialityand/or availability of sensitiveinformation relatedtoour businessand/or personaldata
processedbyusoronour behalf andexposeustoliability,which couldharmour reputationand materially adverselyaffect our
business.”
Globalclimate change couldresultincertain typesofnatural disastersoccurring more frequently or with more intenseeffects. Any
such events mayresultinusers beingsubjecttoservice disruptions or outages andwemay not be able to recoverour technical
infrastructureand user data in atimely manner to restartorprovide our services,which mayadverselyaffect our financialresults.We
also have been,and mayinthe future be,subjecttoincreased energy or othercosts to maintain theavailability or performance of our
products in connectionwith anysuchevents.
In addition, we depend on theability of our userstoaccessthe internet.Currently,thisaccessisprovidedbycompanies that have
significant market power in thebroadband andinternetaccessmarketplace,including incumbenttelephone companies, cable
companies, mobile communications companies, government-owned serviceproviders,devicemanufacturersand operatingsystem
providers,any of whom couldtakeactions that degrade, disrupt or increasethe cost of user accesstoour products or services,which
would, in turn,negativelyimpact our business. Theadoptionorrepeal of anylawsorregulations that adverselyaffect thegrowth,
popularityoruse of theinternet, including laws or practices limitinginternetneutrality,coulddecreasethe demand for, or theusage
of,our products andservices,increaseour cost of doing businessand adverselyaffect our results of operations.
Moreover, government-initiatedinternetshutdowns or internet outages duetocyber-attacksinageographical market in whichwe
operate couldalsonegativelyimpactour business. Forexample,acyber-attack by Russia targetingUkraine andany associated
internet outagemay affect theperformance andoperationofour independent contract moderators basedinUkraine,which could, in
turn,materially adverselyaffect our business.
Further, third-partysystemmanagementservice providers that we rely on couldexperience cyberattacksorother cyberincidents,in
whichcasewecouldloseintellectualpropertyand/or experience destructionofour infrastructureand disruptiontoour services,the
restorationofwhich couldtakealong time. If such aninciden tweretooccur, our reputation, business, financialcondition andresults
of operations couldbeadverselyaffected.
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Oursuccess depends, in part, on theintegrity of ourinformationtechnology systemsand infrastructure andonour ability to
enhance, expandand adapt thesesystems andinfrastructureinatimely andcost-effectivemanner.
In orderfor us to succeed, our informationtechnology systemsand infrastructuremustperform well on aconsistent basis. Our
products andsystems rely on software andhardwarethatishighlytechnical andcomplex,and depend on theabilityofsuchsoftware
andhardwaretostore,retrieve, processand manage immenseamountsofdata. Despite internal testing, particularly when first
introduced or when newversionsorenhancements arereleased,our software maycontainserious errors or defects, security
vulnerabilities, or software bugs that aredifficult to detect andcorrect,which we maybeunabletosuccessfully correct in atimely
manneroratall. This couldresultinlostrevenue,significant expendituresofcapital, adelay or loss in market acceptance, anddamage
to our reputationand brands.
We have in thepastexperienced,and we mayfromtime to time in thefutureexperience, system interruptions that make some or allof
our systemsordatatemporarily unavailableand preventour products from functioning properlyfor our users; anysuchinterruption
couldarise forany number of reasons,including human errors.Further,our systemsand infrastructureare vulnerabletodamagefrom
fire,power loss, hardware errors,cyber-attacks, technical limitations,telecommunications failures, actsofGod andsimilarevents.
While we have backup systemsinplace forcertain aspectsofour operations,not allofour systemsand infrastructureare fully
redundant.Disasterrecovery planning can neveraccount forall possibleeventualitiesand our propertyand businessinterruption
insurancecoverage maynot be adequate to compensate us fullyfor anylossesthatwemay suffer. Anyinterruptions or outages,
regardless of thecause,couldnegativelyimpact our users’ experienceswithour products,tarnish our brands’reputations anddecrease
demand forour products,any or allofwhich couldmaterially adverselyaffect our business, financialcondition andresults of
operations.Moreover, even if detected,the resolution of such interruptions maytakealong time,duringwhich customersmay notbe
able to access, or mayhavelimitedaccessto, theservice.See “—Security breaches,improperaccesstoordisclosureofour data or
user data,other hackingand phishingattacks on our systems, or othercyberincidents couldcompromisethe confidentiality and/or
availability of sensitiveinformation relatedtoour businessand/or personaldataprocessedbyusoronour behalf andexposeusto
liability,which couldharmour reputationand materially adverselyaffect our business.”
We also continually work to updateand enhanceour software andsystems andexpand theefficiency andscalability of our technology
andnetwork systemstoimprove theexperienceofour users, accommodate substantialincreases in thevolumeoftraffictoour various
products,ensureacceptableloadtimesfor our products andkeep up with changesintechnology anduserpreferences,aswellasto
respond to regulatorychanges andevolving security risksand industrystandards. Implementationofchangesinour technology may
cost more or take longerthanoriginallyexpected andmay require more testingthaninitially anticipated.Any failure to update and
enhanceour technology in atimely andcost-effectivemannercouldmateriallyadverselyaffect our users’ experience with our various
products andthereby negatively impactthe demand forour products,and couldincreaseour costs, either of whichcouldmaterially
adverselyaffect our business, financialcondition andresults of operations.Furthermore,our future success will depend on our ability
to adapttoemergingtechnologies such as tokenization, newauthenticationtechnologies,suchasblockchaintechnologies,artificial
intelligence, virtualand augmentedreality, andcloud technologies.However,our effortstoadapt to emerging technologies maynot
always be successfuland we maynot make appropriate investmentsinnew technologies,which couldmaterially adverselyaffect our
business, financialconditionand results of operations.
As we increase ourrelianceoncloud-based applications andplatforms to operate anddeliver ourproductsand services,any
disruptionorinterferencewiththese platformscould adversely affect ourfinancial condition andresults of operations.
We continue to migrate aportionofour computinginfrastructuretothird party-hosted, cloud-basedcomputingplatforms.These
migrations canberisky andmay cause disruptions to theavailability of our products due to serviceoutages,downtime or other
unforeseen issues that couldincreaseour costs. We also maybesubject to additionalriskofcybersecurity breaches or otherimproper
access to our data or confidential informationduringorfollowing migrations to cloud-basedcomputingplatforms.Inaddition, cloud
computingservices mayoperate differently than anticipated when introduced or when newversions or enhancements arereleased. As
we increase our relianceoncloud-basedcomputingservices,our exposuretodamagefromservice interruptions mayincrease. In the
eventany such issues arise,itmay be difficult forustoswitchour operations fromour primarycloud-basedproviders to alternative
providers.Further,any such transitioncould involve significanttime andexpenseand couldnegativelyimpact our ability to deliver
our products andservices,which couldharmour financialconditionand resultsofoperations.
RisksRelated to Intellectual Property
If we areunabletoobtain, maintain,protect andenforce intellectualpropertyrightsand successfully defend againstclaims of
infringement,misappropriation or otherviolations of third-partyintellectualproperty, it couldmateriallyadversely impactour
business, financialconditionand resultsofoperations.
Ourcommercialsuccessdepends in part on avoiding infringement,misappropriationorother violations of theintellectualproperty
rightsofthird parties. However, we maybecomeparty to disputes fromtime to time overrightsand obligations concerning
intellectualpropertyheldbythird parties, andwemay not prevailinthese disputes.Companies in theinternet, technology andsocial
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mediaindustriesare subjecttofrequent litigationbased on allegations of infringement,misappropriation or otherviolationsof
intellectualpropertyrights. Many companiesinthese industries, including many of ourcompetitors,havesubstantially larger
intellectualpropertyportfoliosthanwedo, whichcouldmakeusatarget forlitigationaswemay not be able to assert counterclaims
againstpartiesthatsue us forinfringement,misappropriationorother violations of patent or otherintellectualpropertyrights. In
addition, various “non-practicingentities” that ownpatents andother intellectualpropertyrightsoften attempttoassert claims in order
to extract valuefromtechnology companiesand, giventhatthese patent holding companiesorother adverseintellectualproperty
rightsholders typically have no relevant productrevenue,our ownissued or pending patentsand otherintellectualpropertyrightsmay
provide little or no deterrencetothese rightsholders in bringing intellectualpropertyrightsclaimsagainst us.Fromtime to time we
receive claims fromthird partieswhich allege that we have infringedupon theirintellectualpropertyrightsand we arealsoapartyto
severalpatentinfringement litigations fromsuchthird parties. Further, fromtime to time we mayintroducenew products,product
features andservices,including in areas wherewecurrently do not have an offering, whichcouldincreaseour exposuretopatentand
otherintellectualpropertyclaimsfromcompetitors andnon-practicingentities. In addition, some of our agreements with third-party
partners require us to indemnifythemfor certain intellectual propertyclaims againstthem, whichcouldrequire us to incur
considerable costsindefending such claims,and mayrequire us to paysignificantdamages in theevent of an adverseruling. Such
third-partypartnersmay also discontinue theirrelationships with us as aresultofinjunctions or otherwise, whichcouldresultinloss
of revenue andadverselyimpactour businessoperations.
Although we trytoensurethatour employees andconsultantsdonot usethe proprietary informationorknow-how of others in their
work forus, we maybesubject to claims that we or our employees or consultantshaveinadvertently or otherwiseusedordisclosed
intellectualproperty, including inventions,trade secrets, software code or otherproprietary information, of aformeremployerorother
thirdparties.Litigationmay be necessary to defend againstthese claims andifwefailindefending anysuchclaims,inadditionto
paying monetary damages, we maylosevaluableintellectualpropertyrightsorpersonnel. Further, while it is our policytorequire our
employees andcontractorswho maybeinvolvedinthe conceptionordevelopmentofintellectualpropertytoexecute agreements
assigning such intellectualpropertytous, we maybeunsuccessful in executing such an agreementwith each partywho, in fact,
conceivesordevelops intellectualpropertythatweregardasour own. Additionally,any such assignmentofintellectualproperty
rightsmay not be self-executing, or theassignmentagreements maybebreached,and we maybeforced to bringclaimsagainst third
parties, or defend claims that they maybring againstus, to determinethe ownershipofwhatweregardasour intellectualproperty.
As we face increasing competitionand developnew products,weexpect thenumberofpatentand otherintellectualpropertyclaims
againstusmay grow.There maybeintellectualpropertyorother rightsheldbyothers, including issued or pending patents, that cover
significant aspectsofour products andservices, andwecannot be sure that we arenot infringing or violating, andhavenot infringed
or violated,any third-partyintellectualpropertyrightsorthatwewill not be held to have done so or be accusedofdoing so in the
future.
Anyclaim or litigationalleging that we have infringedorotherwise violated intellectualpropertyorother rightsofthird parties, with
or without merit, andwhether or not settledout of courtordeterminedinour favor,couldbetime-consumingand costly to address
andresolve,and coulddivertthe time andattentionofour management andtechnical personnel. Some of our competitorshave
substantiallygreater resourcesthanwedoand areabletosustain thecosts of complexintellectualpropertylitigationtoagreater
degree andfor longerperiods of timethanwecould.The outcome of anylitigationisinherently uncertain,and therecan be no
assurances that favorable finaloutcomeswill be obtainedinall cases.Inaddition, thirdparties mayseek,and we maybecome subject
to,preli minaryorprovisionalrulings in thecourse of anysuchlitigation, including potentialpreliminaryinjunctions requiring us to
ceasesomeorall of our operations.Wemay decide to settle such lawsuits anddisputes on termsthatare unfavorable to us.Similarly,
if anylitigationtowhich we areapartyisresolvedadversely, we maybesubject to an unfavorable judgmentthatmay not be reversed
upon appeal,including beingsubject to apermanent injunctionand beingrequiredtopay substantialmonetary damages, including
treble damagesand attorneys’ fees,ifweare found to have willfully infringedaparty’sintellectualpropertyrights. Theterms of such
asettlementorjudgmentmay requireustoceasesomeorall of our operations or paysubstantialamountstothe otherparty.In
addition, we mayhavetoseekalicense to continue practices found to be in violationofathird-party’srights. If we arerequired, or
choosetoenter into royaltyorlicensing arrangements, such arrangementsmay not be availableonreasonableterms,oratall,and may
significantly increase our operatingcosts andexpenses.Sucharrangementsmay also onlybeavailableonanon-exclusivebasis such
that thirdparties, including our competitors,couldhaveaccesstothe same licensedtechnology to competewith us.Asaresult, we
mayalsoberequiredtodevelop or procurealternativenon-infringing technology, whichcouldrequire significanteffort,time and
expense, or discontinue useofthe technology. Therealsocan be no assurancethatwewouldbeabletodevelop or license suitable
alternativetechnology to permit us to continue offering theaffected products or services.Ifwecannot developorlicense alternative
technology forany allegedlyinfringing aspect of our business, we wouldbeforced to limit our products andservices andmay be
unabletocompete effectively. Furthermore, becauseofthe substantialamount of discovery requiredinconnectionwith intellectual
propertylitigation, thereisarisk that some of our confidential informationcouldbecompromised by disclosure duringthistype of
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litigation. Anyofthe foregoing, andany unfavorable resolutionofsuchdisputes andlitigation, wouldmaterially adverselyimpactour
business, financialconditionand results of operations.
We mayfailtoadequatelyobtain, protect andmaintainour intellectualpropertyrightsorpreventthird parties from making
unauthorizeduse of such rights.
Ourintellectualpropertyisamaterial assetofour businessand our success depends in part on our abilitytoprotect our proprietary
rightsand intellectualproperty. Forexample,werelyheavily upon our trademarks,designs ,copyrights, relateddomainnames,social
mediahandles andlogos to market our brands andtobuild andmaintainbrand loyaltyand recognition. We also rely upon patents,
proprietary technologies andtrade secrets, as well as acombination of laws,and contractualrestrictions,including confidentiality
agreements with employees,customers,suppliers,affiliatesand others,toestablish, protectand enforceour various intellectual
propertyrights. Forexample,wehavegenerally registered andcontinue to applytoregisterand renew, or secure by contract where
appropriate,trademarksand servicemarks as they aredevelopedand used,and reserve, register andrenew domainnames andsocial
mediahandles as we deem appropriate. If our trademarks andtrade namesare not adequately protected, then we maynot be able to
build andmaintainnamerecognition in our marketsofinterestand our businessmay be adverselyaffected.Effectivetrademark
protectionmay not be availableormay not be sought in everycountry in whichour products aremadeavailable, in everyclass of
goods andservices in whichweoperate,and contractualdisputes mayaffect theuse of marksgoverned by privatecontract.Our
registered or unregisteredtrademarksortrade namesmay be challenged, infringed, circumvented or declared genericordeterminedto
be infringing on othermarks.For example, thirdparties have challengedour “BUMBLE” trademarks in theUnitedKingdom andthe
EU,and if such challengesare successful,wecould lose valuable trademarkrights. Further, at times, competitors mayadopt trade
namesortrademarkssimilartoours, therebyimpedingour abilitytobuild brandidentity andpossiblyleading to market confusion.
Similarly,not everyvariationofadomainnameorsocialmedia handlemay be availableorberegisteredbyus, even if available. The
occurrenceofany of theseeventscould result in theerosion of our brands andlimit our abilitytomarketour brands usingour various
domainnames andsocialmedia handles,aswellasimpedeour ability to effectivelycompete againstcompetitors with similar
technologies or products,any of whichcouldmaterially adverselyaffect our business, financialcondition andresults of operations.
We cannot guarantee that our effortstoobtainand maintain intellectualpropertyrightsare adequate,orthatwehavesecured, or will
be able to secure,appropriatepermissions or protections forall of theintellectualpropertyrightsweuse or rely on. Furthermore, even
if we areabletoobtainintellectualpropertyrights, anychallenge to our intellectualpropertyrightscouldresultinthembeing
narrowedinscope or declared invalid or unenforceable.Inaddition, otherpartiesmay also independently developtechnologies that
aresubstantially similar or superior to oursand we maynot be able to stop such partiesfromusing such independently developed
technologies andfromcompetingwith us.
We also rely upon unpatented proprietary informationand othertrade secretstoprotect intellectualpropertythatmay not be
registrable, or that we believeisbestprotected by meansthatdonot require public disclosure.While it is our policytoenter into
confidentiality agreements with employees and thirdparties to protectour proprietary expertiseand othertrade secrets, we cannot
guarantee that we have enteredintosuchagreements with each partythathas or mayhavehad accesstoour proprietary informationor
tradesecrets and, even if enteredinto, theseagreementsmay otherwisefailtoeffectivelyprevent disclosure of proprietary
information, maybelimitedastotheir term andmay not provide an adequate remedy in theevent of unauthorized disclosure or useof
proprietary information. Monitoring unauthorized uses anddisclosures is difficult,and we do not know whetherthe stepswehave
takentoprotect our proprietary technologies will be effective. Enforcingaclaimthatapartyillegallydisclosed or misappropriateda
tradesecretcan be difficult, expensiveand time-consuming, andthe outcomeisunpredictable. Some courts inside andoutside the
UnitedState sare less willingorunwillingtoprotect tradesecrets. In addition, tradesecretsmay be independently developedbyothers
in amannerthatcouldprevent legalrecourse by us.Ifany of our confidentialorproprietary information, such as our tradesecrets,
were to be disclosedormisappropriated, or if anysuchinformationwas independently developedbyacompetitor,our competitive
positionwouldbemateriallyadverselyharmed.
Ourintellectualpropertyrightsand theenforcement or defenseofsuchrightsmay be affected by developments or uncertainty in laws
andregulations relating to intellectualpropertyrights. Moreover, many companieshaveencountered significant problemsin
protectingand defending intellectual propertyrightsinforeign jurisdictions.The legalsystems of certain countries,particularly certain
developing countries,donot favorthe enforcementofpatents,trade secretsand otherintellectualpropertyprotection, whichcould
make it difficult forustostopthe infringement,misappropriationorother violationofour intellectualpropertyormarketing of
competingproducts in violationofour intellectualpropertyrightsgenerally.
We also maybeforced to bringclaimsagainst thirdparties to determinethe ownershipofwhatweregardasour intellectualproperty
or to enforceour intellectualpropertyagainst its infringement,misappropriationorother violations by thirdparties. However, the
measures we take to protect our intellectualpropertyfromunauthorized usebyothersmay not be effectiveand therecan be no
assurancethatour intellectualpropertyrightswill be sufficient to protectagainst others offering products or services that are
substantiallysimilarorsuperior to oursand that competewith our business. We maynot prevailinany intellectualproperty-related
proceedings that we initiate againstthi rd parties. Further, in such proceedings or in proceedings before patent,trademark and
copyright agencies,our asserted intellectual propertycouldbefound to be invalid or unenforceable,inwhich case we couldlose
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valuable intellectualpropertyrights. In addition, even if we aresuccessfulinenforcing our intellectualpropertyagainst thirdparties,
thedamages or otherremediesawarded,ifany,may not be commercially meaningful.Regardlessofwhether anysuchproceedings are
resolved in our favor,suchproceedings couldcause us to incursignificant expenses andcoulddistract our personnelfromtheir normal
responsibilities. Accordingly, our effortstoenforce our intellectualpropertyrightsaround theworld maybeinadequate to obtaina
significant commercialadvantagefromthe intellectualpropertythatwedevelop or license.
Despite themeasures we take to protect our intellectualpropertyrights, our intellectualpropertyrightsmay still not be adequate and
protected in ameaningfulmanner, challengestocontractualrightscouldarise,third partiescouldcopy or otherwiseobtainand useour
intellectualpropertywithout authorization, or laws andinterpretations of laws regardingthe enforceabilityofexistingintellectual
propertyrightsmay change overtime in amannerthatprovideslessprotection. Theoccurrenceofany of theseeventscouldimpede
our ability to effectivelycompete againstcompetitors with similartechnologies,any of whichcouldmaterially adverselyaffect our
business, financialconditionand results of operations.See “—If we areunabletoobtain, maintain,protect andenforce intellectual
propertyrightsand successfully defend againstclaimsofinfringement,misappropriationorother violations of third-partyintellectual
property, it couldmateriallyadver sely impact our business, financialconditionand resultsofoperations.”
Ouruse of “opensource” software couldsubject ourproprietary software to generalrelease,adversely affect ourabilitytosellour
productsand services andsubject us to possiblelitigation, andthird partiesmay utilizetechnology that we developedand made
availablevia opensourcefor improperpurposes.
We useopensource software in connectionwith aportionofour proprietary software andexpect to continue to useopensource
software in thefuture. Undercertain circumstances, some opensource licensesrequire usersofthe licensedcode to provide theuser’s
ownproprietary source code to thirdparties upon request,orprohibitusers fromchargingafeetothird partiesinconnectionwiththe
useofthe user’s proprietary code.While we trytoinsulateour proprietary code fromthe effectsofsuchopensource license
provisions,wecannot guarantee that we will be successful, that allopensource software is reviewed priortouse in our products,that
our developers have not incorporated opensource software into our products,orthattheywillnot do so in thefuture. Accordingly, we
mayfaceclaimsfromotherschallenging our useofopensource software,claimingownership of,orseekingtoenforce thelicense
termsapplicable to such opensourcesoftware, including by demanding releaseofthe opensource software,derivativeworks or our
proprietary source code that wasdevelopedordistributed with such software.Suchclaimscouldalsorequire us to purchasea
commerciallicense or require us to devoteadditionalresearchand developmentresourcestochange our software,any of whichwould
have anegativeeffect on our businessand results of operations.Inaddition, if thelicense termsfor theopensource code change,we
maybeforcedtore-engineer our software or incuradditionalcosts.Additionally,the termsofmanyopensource licensestowhich we
aresubjecthavenot been interpretedbyU.S.orforeign courts.There is ariskthatopensource software licensescouldbeconstruedin
amanne rthatimposes unanticipated conditions or restrictions on our abilitytomarketorprovide our products.
We also developtechnology (including AI technology) that we make availablevia opensource to thirdpartiesthatcan usethis
technology foruse in theirown products andservices. We maynot have insight into,orcontrolover, thepractices of thirdparties who
mayutilizesuchtechnologies.Assuch, we cannot guarantee that thirdpartieswillnot usesuchtechnologies forimproperpurposes,
including through thedisseminationofillegal,inaccurate, defamatory or harmfulcontent, intellectualpropertyinfringement or
misappropriation, furthering bias or discrimination, cybersecurity attacks, data privacy violations,other activitiesthatthreaten
people’ssafetyorwell-beingon- or offline, or to developcompetingtechnologies.Suchimproperuse by anythird partycould
adverselyaffect our reputation, business, financialconditionorresults of operations,orsubject us to legalliability.
RisksRelated to Regulation andLitigation
Ourbusinessissubject to complexand evolvingU.S.and internationallawsand regulations. Many of theselawsand regulations
aresubject to change anduncertain interpretation, andcould result in claims,changes to ourbusinesspractices,monetary
penalties,increased cost of operations,ordeclines in user growth or engagement,orotherwise harm ourbusiness.
We aresubject to avariety of laws andregulations in theUnitedStatesand abroad that involve matters that areimportant to or may
otherwiseimpactour business, including, among others,broadband internet access, onlinecommerce, onlinesafety, advertising, user
privacy,dataprotection, cybersecurity, artificialintelligence, intermediary liability, protectionofminors, consumer protection,
generalsafety, sex-trafficking, labor andemployment, taxationand securitieslaw compliance. TheseU.S.federal,state,and municipal
andforeign laws andregulations,which in some cases can be enforced by privatepartiesinadditiontogovernment entities,are
constantly evolving andcan be subject to significantchange.Inaddition, foreignlawsand regulations can imposedifferent obligations
or be more restrictivethanthoseinthe United States.
Theintroductionofnew brands andproducts or changestoexistingbrands andproducts,expansionofour activitiesincertain
jurisdictions,orother actions that we maytakemay result in neworenhanced governmental or regulatoryscrutiny. As aresult, the
application, interpretation, andenforcementofthese laws andregulations areoften uncertain anddifficult to predict, particularly in the
newand rapidlyevolving industryinwhich we operate,and maybeinterpreted andappliedinconsistently fromstate to stateand
country to country andinconsistentlywith our current policiesand practices.These laws andregulations,aswellasany associated
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inquiries or investigations or anyother government actions,may be costly to comply with andmay delayorimpedethe development
of newproducts,require that we change or ceasecertain businesspractices,resultinnegativepublicity, increaseour operatingcosts,
require significantmanagementtime andattention, andsubject us to remedies that mayharmour business, including fines, demands
or orders that require us to modify or ceaseexistingbusinesspractices.For example, avariety of laws andregulations govern the
ability of userstocancel subscriptions andauto-paymentrenewals. We have in thepastand mayinthe future be subject to claims
undersuchlawsand regulations that couldmaterially adverselyaffect our business.
Thepromulgationofnew laws or regulations,orthe newinterpretationofexistinglawsand regulations,ineach case,thatrestrictor
otherwiseunfavorably impact our business, or our ability to provide or themannerinwhich we provide our services,couldrequire us
to change certain aspectsofour businessand operations to ensure compliance, whichcoulddecreasedemandfor services,reduce
revenues, increasecosts andsubject us to additionalliabilities. Forexample,U.S.courts have frequently interpretedTitle III of the
AmericanswithDisabilities Act(the“ADA”)torequire websites andweb-based applications to be made fully accessibleto
individuals with disabilities. Though we have made enhancements to our products to improve accessibility,wemay stillbecome
subject to claims that our apps arenot fullycompliant with theADA, whichmay require us to make additionalmodifications to our
products to provide enhanced or accessibleservicesto, or make reasonableaccommodations for, individuals,and couldresultin
litigation, including classactionlawsuits.
In addition, we aresubject to various laws with regard to contentmoderation, such as theEUDigital Services Act, whichmay affect
our businessand operations andsubject us to significantfines if such laws areinterpreted andappliedinamannerinconsistent with
our practices.Other countries such as theUnitedKingdom have implementedsimilarlegislationthatimposepenaltiesfor failureto
remove certaintypesofcontent. Similarly,contentmoderationlawsare beingconsidered in some U.S. states.Moreover, in theUnited
States,there arelawstargetingcompanies that operate onlinedatingservices comingintoeffect in 2024, whichinclude significant
penaltiesfor non-compliance. Thereisalsoadeveloping trendfor onlinesafetycodestotargetspecificindustriessuchasthe online
datingindustry(forexample,inAustralia). Such onlinesafetylawsand codesmay require us,inthe future,tochange our products,
businesspractices or operations,which couldadversely affect user growth andengagement andincreasecompliancecosts for our
business.
Theadoptionofany laws or regulations that adverselyaffect thepopularity or growth in useofthe internet or our services,including
laws or regulations that undermineopenand neutrally administeredinternetaccess, coulddecreaseuserdemandfor our service
offerings andincreaseour cost of doing business.
Furthermore, we aresubject to rulesand regulations of theUnitedStatesand abroad relating to exportcontrols andeconomic
sanctions,including, but not limitedto, tradesanctions administeredbythe Office of ForeignAssets Controlwithin theU.S.
Department of theTreasury, as well as theExportAdministrationRegulations administeredbythe Department of Commerce. These
regulations maylimitour abilitytomarket, sell,distributeorotherwise transfer our products or technology to prohibitedcountries or
persons.While we have takensteps to comply with theserules andregulations,adeterminationthatwehavefailedtocomply, whether
knowinglyorinadvertently,may result in substantialpenalties,including fines, enforcementactions,civil and/or criminalsanctions,
thedisgorgement of profits,and maymaterially adverselyaffect our business, results of operations andfinancial condition. See“
We operate in various internationalmarkets,includi ng certain marketsinwhich we have limited experience.Asaresult, we face
additionalrisks in connectionwith certain of our internationaloperations.”
We must comply with rapidlyevolvingprivacy anddataprotectionlawsacrossjurisdictions,and thefailure to do so couldresultin
claims,changes to ourbusinesspractices,monetarypenalties, increasedcostofoperations, or declines in user growth or
engagement,orotherwise harm ourbusiness.
Oursuccessdepends,inpart, on our ability to access, collect,and usepersonaldataabout our users, payers andemployees in a
responsible way, andtocomplywith applicable data privacy laws.Weprocessasignificant volumeofpersonalinformationand other
regulated informationbothabout our usersand employees.There arenumerous laws in thecountries in whichweoperate regarding
privacy andnumerous laws that stipulatedetailedrequirementsfor thestorage,sharing, use, processing, disclosure andprotectionof
personalinformation, thescope of whichare constantly changing, andinsomecases,these laws areinconsistent andconflictingand
subject to differing interpretations.Asnew laws of this nature areproposed andadopted acrossthe world, we currently,and from time
to time,may not be in technicalcompliancewith allsuchlaws. Such laws also arebecomingincreasinglyrigorous andcouldbe
interpretedand appliedinwaysthatmay have amaterialadverseeffect on our business, financialconditionand results of operations.
In addition, enforcementpractices arelikelytoremainunpredictablefor theforeseeable future.
Amongstother laws andregulations,weare andwillcontinue to be subject to:
theEU'sGeneral Data ProtectionRegulation(“GDPR”), whichhas abroad arrayofdetailedrequirementsfor thehandling
of personaldata. TheGDPRincludesobligations andrestrictionsconcerning theconsentand rightsofindividuals to whom
thepersonaldatarelates,the transfer of personaldataout of theEuropean Economic Area, security breach notifications and
maintainingthe security andconfidentialityofpersonaldata. Underthe GDPR we maybesubject to finesofupto€20
millionorupto4%ofthe totalworldwide annualgroup turnoverofthe preceding financialyear (whichever is higher), as
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well as face claims fromindividuals basedonthe GDPR’s privaterightsofaction. TheGDPRiscontinuously interpreted
by EU data protectionregulatorsand theEuropean Data ProtectionBoard,which requiresustomakechangestoour
businesspractices fromtime to time that couldbetime-consumingand expensive, andcouldgenerateadditionalrisks and
liabilities.
theUnitedKingdom's versionofthe GDPR(combiningthe GDPR andthe Data ProtectionAct of 2018),which exposes us
to adifferent interpretation of thelaw by theUKInformationCommissioneraswellastwo parallelregimes for the
protectionofpersonaldata, each of whichauthorizes similarfines andwhich maylead to potentially divergentenforcement
actions.
legislationthatthe European Unionisalsocurrently workingontoreplace theEU’sPrivacy andElectronic
Communications (so-called“e-Privacy”)Directive, notably to amendrules on theuse of cookies,electronic
communications data andmetadata, anddirectelectronicmarketing.
newcomprehensive privacy laws effectiveortobecomeeffectivein2024 in anumberofU.S.states, namely,California,
Virginia,Colorado, Connecticut,Utah, Montana, Oregon, andTexas,aswellasothersthatare expected to come into force.
Theselawsand regulations impose, or have thepotential to impose, additionalobligations on companiesthatcollect,store,
use, retain,disclose, transfer andotherwise processconfidential,sensitiveand personalinformation, andwill continue to
shapethe data privacy environmentnationally.
Elsewhereinternationally,weare subjecttoadditionaland in some cases more stringent legalobligations concerning our treatment of
user,employeeand otherpersonalinformation, such as laws regardingdatalocalizationand/or restrictions on data export, andlegal
requirementsrelatingtothe transfer of personaldataacrossinternationalborders that continue to evolve.The GDPR,and theGDPR
as it appliesinthe UnitedKingdom by vi rtue of theUKEuropeanUnion (Withdrawal)Act 2018, as amended(the“UK GDPR”),
prohibittransfers of personaldatafromthe EU or theUK(as applicable)tomostother countries including theUnitedStates, unlessa
particular compliance mechanism(and, if necessary, certainsafeguards) areimplemented.One such mechanismisthe useof“standard
contractualclauses”publishedbythe European Commission (and/or similarorrelated clausespublishedpursuanttothe UK GDPR).
Following theinvalidationofapriorU.S.transferprogram by theCourtofJustice of theEuropean Union, therecently established(i)
Data PrivacyFramework (“DPF”)withrespect to theEUand (ii) UK-U.S. data bridge with respecttothe UK, now provide another
such mechanismtoU.S.companies participatinginthe DPFprogram.However,the operationalcosts andcomplexities of conducting
businessinrespect of selectingand then implementingoradhering to aparticular compliance mechanism(andadditionalsafeguards,
if required) to allowfor such transfersofpersonaldatacan be significantand mayincreaseasrequirementsand practiceinthisarea
continue to evolve.For example, legalchallengestothe DPF(andrelated UK-U.S. data bridge)are anticipated,soifweorrelated
entitiesweretoadhere to theseprogramsand they aredeemed inadequate in thefuture, operationalcosts couldincreasefurther. If any
otherchange in lawful transfer mechanisms occurs,additionalcosts mayneed to be incurredtoimplement necessarysafeguardsto
comply with theGDPRand/or theUKGDPR. Moreover, recentand potentialnew rulesand restrictions on theflowofdataacross
borders underother globaldataprotectionlaws, if applicable,couldincreasethe cost andcomplexity of conducting businessinsome
markets.
Additionally, federalregulatorssuchasthe FederalTrade Commission (“FTC”)continue to increasetheir focusonprivacy anddata
security practices at technology andoth er companies. Forexample,in2022, theFTC released an Advanced Notice of Proposed
Rulemaking to consider data security practices that harm consumers.
Themyriadinternationaland U.S. privacy anddatabreachlawsare not consistent,and complianceinthe eventofawidespread data
breach is difficult andmay be costly.Inadditiontogovernment regulation, privacy advocates andindustrygroups have andmay in the
future proposeself-regulatorystandardsfromtime to time.These andother industrystandardsmay legally or contractually applyto
us,orwemay electtocomplywithsuchstandards. Failure to comply with evolving privacy laws andstandardscouldresultinclaims,
changestoour businesspractices,monetary penalties,increased cost of operations,ordeclines in user growth or engagement,or
otherwiseharmour businessorour reputation, andtothe extent that we need to alterour businessmodelorpractices to adapttothese
obligations,wecouldincur additionalexpenses, whichmay in turn materially adverselyaffect our business, financialcondition, and
results of operations.
We aresubject to litigationand adverse outcomes in such litigationcould have amaterialadverse effect on ourfinanci al
condition.
We are, andfromtimetotime maybecome,subject to litigationand various legalproceedings,including litigationand proceedings
relatedtointellectualpropertymatters,privacy,dataprotectionand consumer protectionlaws, as well as stockholderderivativesuits,
classactionlawsuits,massarbitrations,actions fromformeremployees andother matters, that involve claims forsubstantialamounts
of moneyorfor otherrelief, resultsinsignificantcosts forlegal representation, arbitrationfees,orother legalorrelated services,or
that might necessitate changestoour businessoroperations.Further,because we strive forgenderequality in relationships and
empower womentomakethe firstmove on our platforms, we have been,and maycontinue to be,subject to discriminationlawsuits.
Moreover, we have been,and mayinthe future be,subjecttolegacyclaims or liabilitiesarising fromsystems,productfeaturesor
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controls in earlierperiods of our development. Thedefense of theseactions is time consumingand expensiveand maysubject us to
remedies that mayrequire us to modify or ceaseexistingbusiness. We evaluate theselitigationclaims andlegal proceedings to assess
thelikelihood of unfavorable outcomesand to estimate,ifpossible, theamount of potentiallosses. Basedonthese assessments and
estimates, we mayestablish reserves and/or disclose therelevantlitigationclaims or legalproceedings,asand when requiredor
appropriate.These assessments andestimates arebased on informationavailabletomanagementatthe time of such assessmentor
estimationand involve asignificant amount of judgment. As aresult, actualoutcomesorlossescoulddiffermaterially from those
envisionedbyour current assessments andestimates.Our failure to successfully defend or settle anyofthese litigations or legal
proceedings couldresultinliability that,tothe extent not coveredbyour insurance, couldhaveamaterialadverseeffect on our
business, financialconditionand results of operations.See Part I, “Item3—Legal Proceedings”and Note 19, Commitments and
Contingencies, to theaudited consolidated financialstatementsincludedin“Item 8FinancialStatementsand Supplementary Data.”
Onlineapplications aresubject to variouslawsand regulations relatingtochildren’sprivacy andprotection, whichifviolated,
couldsubject us to an increasedriskoflitigationand regulatory actions.
Thereare avariety of laws andregulations,someofwhich have been adopted in recent years, aimedatprotectingchildrenusing the
internet,suchasArticle 8ofthe GDPR,the EU DigitalServicesAct,the UK OnlineSafetyAct andthe CaliforniaAge-Appropriate
Design Code Act. Although our produc ts andservicesare intendedfor andtargetedtoadults onlyand we implement acombinationof
measures designedtoprevent minorsfromgaining accesstoour application, no assurances can be giventhatsuchmeasureswillbe
sufficienttocompletelyavoid allegations of violations of such laws andregulations,any of whichcouldexposeustosignificant
liability,penalties, reputationalharmand loss of revenue,among otherthings.Moreover, newregulations,orchangestoexisting
regulations,couldincreasethe cost of our operations andmaterially adverselyaffect our business, financialcondition andresults of
operations.
We aresubject to taxationrelated risksinmultiplejurisdictions.
We areaU.S.-based multinationalcompany subject to taxinmultiple U.S. andforeign taxjurisdictions.Significant judgmentis
requiredindeterminingour globalprovision forincometaxes,deferredtax assets or liabilitiesand in evaluating our taxpositions on a
worldwidebasis.While we believe our taxpositions areconsistent with thetax laws in thejurisdictions in whichweconductour
business, it is possiblethatthese positions maybechallengedbyjurisdictionaltax authorities, whichmay have asignificant impact on
our globalprovision forincometaxes.
Taxlawsare beingre-examined andevaluated globally. Newlawsand interpretations of thelaw aretaken into account forfinancial
statementpurposes in thequarter or year that they become applicable.Tax authoritiesare increasinglyscrutinizingthe taxpositions of
companies. Many countries in theEuropean Union, as well as anumberofother countries andorganizations such as theOrganization
forEconomic Cooperationand Developmentand theEuropean Commission, areactivelyconsideringchangestoexistingtax laws
that,ifenacted,couldincreaseour taxobligations in countries wherewedobusiness. Theseproposalsinclude changestothe existing
framework to calculate income tax, as well as proposalstochange or imposenew typesofnon-income taxes, including taxesbased on
apercentageofrevenue.For example, theOrganizationfor Economic Cooperation andDevelopmenthas released proposalstocreate
an agreed setofinternationalrules forfightingbaseerosion andprofitshifting, including PillarOne andPillar Two, such that taxlaws
in countries in whichwedobusinesscouldchange on aprospectiveorretroactivebasis,and anysuchchangescouldadverselyimpact
us.Inaddition, severalcountries in theEuropean Unionhaveproposed or enacted taxesappl icable to digitalservices,which includes
businessactivitiesonsocialmedia platformsand onlinemarketplaces,and wouldlikelyapplytoour business. Many questions remain
about theenactment,formand applicationofthese digitalservicestaxes.The interpretationand implementationofthe various digital
services taxes(especially if thereisinconsistencyinthe applicationofthese taxesacrosstax jurisdictions)couldhaveamaterially
adverseimpact on our business, results of ope rations andcashflows.Moreover, if theU.S.orother foreigntax authoritieschange
applicable taxlaws, our overall taxescould increase, andour business, financialconditionorresults of operations maybeadversely
impacted.
Actionbygovernments to restrict access to Bumble app or ourother productsintheir countries couldsubstantiallyharmour
business andfinancial results.
Governmentsfromtime to time seek to censor contentavailable on Bumble apporour otherproducts in theircountry,restrictaccess
to our products fromtheir country entirely, or imposeother restrictions (including on third-partyplatforms that market anddistribute
our products)thatmay affect theaccessibility of our products in theircountry foranextendedperiodoftimeorindefinitely.For
example, user accesstoBumbleapp andcertain of our otherproducts mayberestrictedinChina,whether forpolitical reasons,in
responsetodecisions we make regardinggovernmental requests, or otherwise. In addition, government authoritiesinother countries
mayseek to restrict user accesstoour products if they consider us to be in violationoftheir laws or athreat to public safety or for
otherreasons,suchasconsideringthe contentonour platforms, or onlinedatingand social connectionservices generally, immoral. In
theevent that contentshownonBumbleapp or our otherproducts is subject to censorship, accesstoour products is restricted,in
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wholeorinpart, in one or more countries,weare requiredtoorelect to make changestoour operations,orother restrictio ns are
imposed on our products,orour competitors areabletosuccessfullypenetrate newgeographicmarkets or capture agreater shareof
existinggeographicmarkets that we cannot accessorwhere we face otherrestrictions, our ability to retain or increase our user base,
user engagement,orthe levelofadvertisingbymarketers maybeadverselyaffected,wemay not be able to maintain or grow our
revenue as anticipated,and our financialresults couldbematerially adverselyaffected.
Ourbusinessissubject to evolving corporategovernanceand public disclosure regulations andexpectations,including with
respect to environmental, social andgovernancematters,thatcould exposeustonumerousrisks.
We aresubject to rulesand regulations promulgatedbyanumberofgovernmental andself-regulatoryorganizations,including the
SEC, Nasdaq andthe FinancialAccountingStandards Board. Theserules andregulations continue to evolve in scope andcomplexity,
making compliancemoredifficult anduncertain.Inparticular,regulators, customers, investors, employees andother stakeholders are
increasinglyfocusingonenvironmental, social andgovernance (“ESG”)matters andrelated disclosures. Thesechanging rules,
regulations andstakeholderexpectations have resultedin, andare likelytocontinue to result in,increased generaland administrative
expenses andincreased management timeand attentionspent complyingwith such regulations or meetingsuchexpectations.
Developing andactingoninitiatives andnew legalimperatives within thescope of ESG, andcollecting, measuringand reporting
ESG-relatedinformationand metricsunderevolvingreportingstandardscan be costly,difficult andtime-consuming. In particular,the
EU’s CorporateSustainability Reporting Directive(“CSRD”)willrequire expansivedisclosures on various sustainability topics such
as climatechange,biodiversity,workforce,supplychain,and businessethicsbyin-scope EU entities andcertain non-EU entitieswith
significant cross-borderbusinessinEUmarkets.Inaddition, California’srecently-enacted ClimateCorporateDataAccountability Act
andClimate RelatedFinancial Risk Actwill require newreportingrelatingtogreenhousegas (“GHG”)emissions andclimate risk,
similar to climate-relateddisclosurerequirementscurrently beingconsidered by theSEC.Similarly, in theUK, certain large
companiesare subject to requirementstoreportenergyusage andGHG emissions data on an annualbasis underthe Streamlined
Energy andCarbonReportingFramework andinformation relatingtoclimate change relatedrisks andopportunitiesunderthe UK’s
Companies(StrategicReport) (Climate-relatedFinancial Disclosure)Regulations 2022. We mayalsocommunicate certain initiatives
andgoals regardingenvironmentalmatters,diversity,responsible sourcing, social investmentsand otherESG-relatedmatters in our
SECfilings or in otherpublic disclosures. Theseinitiatives andgoals within thescope of ESGcouldbedifficult andexpensiveto
implement,the technologies needed to implement them maynot be cost-effectiveand maynot advanceatasufficientpace, andwe
couldbecriticized forthe inaccuracy,inadequacy or incompleteness of thedisclosure. Further, statements about our ESG-related
initiatives andgoals,and progressagainst thosegoals,may be basedonstandardsfor measuringprogressthatare stilldeveloping,
internal controls andprocesses that continue to evolve,and assumptions that aresubjecttochange in thefuture. In addition, we could
be criticized forthe scopeornatureofsuchinitiativesorgoals,for stepstaken or not takentoachieve thegoals,orfor anyrevisions to
thesegoals.Ifour ESG-relateddata, processesand reportingare incomplete or inaccurate,orifwefailtoachieve or disclose adequate
progresswith respect to our goals within thescope of ESGonatimely basis, or at all, our reputation, business, financialconditionor
results of operations couldbeadverselyaffected.
RisksRelated to OurIndebtedness
Oursubstantialindebtednesscould materially adversely affect ourfinancial condition, ourability to raiseadditional capitalto
fund ouroperations, ourability to operate ourbusiness, ourability to reacttochanges in theeconomy or ourindustry, ourability
to meet ourobligations under ouroutstanding indebtedness andcould divertour cash flow from operations fordebtpayments.
We have asubsta nt ialamount of debt,which requiressignificantinterestand principalpayments. As of December 31, 2023, we had
$627.1 millionofindebtedness outstanding. Subject to thelimitscontainedinthe Credit Agreement(as definedherein) that governs
our credit facilities, we maybeabletoincur substantialadditionaldebtfromtime to time to financeworking capital, capital
expenditures, investmentsoracquisitions,orfor otherpurposes.Ifwedoso, therisks relatedtoour high levelofdebtcouldincrease.
Specifically,our high levelofdebtcouldhaveimportant consequences,including thefollowing:
it maybedifficult forustosatisfy our obligations,including debt servicerequirementsunderour outstanding debt;
our ability to obtainadditionalfinancing forworking capital,capital expenditures, debt servicerequirements, acquisitions
or othergeneral corporatepur poses maybeimpaired;
asubstantialportionofcashflowfromoperations arerequiredtobededicated to thepayment of principaland interest on
our indebtedness,therefore reducing our ability to useour cashflowtofund our operations,capitalexpenditures, future
businessopportunitiesand otherpurposes;
we couldbemorevulnerabletoeconomic downturns andadverseindustryconditions andour flexibility to plan for, or react
to,changes in our businessorindustryismorelimited;
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our ability to capitalizeonbusinessopportunitiesand to reacttocompetitivepressures,ascomparedtoour competitors,
maybecompromised due to our high levelofdebtand therestrictivecovenantsinthe Credit Agreementthatgoverns our
credit facilities;
our ability to borrowadditionalfunds or to refinancedebtmay be limited; and
it maycause potential or existingservice providers to not contract with us due to concerns overour ability to meet our
financialobligations undersuchcontracts.
We areaholding company, andour consolidated assets areowned by, andour businessisconductedthrough, our subsidiaries.
Revenue from thesesubsidiaries is our primarysource of funds fordebtpaymentsand operatingexpenses.Ifour subsidiaries are
restricted frommakingdistributions to us,our ability to meet our debt serviceobligations or otherwisefund our operations maybe
impaired. Moreover,there mayberestrictions on payments by subsidiaries to theirparentcompanies underapplicable laws,including
laws that require companiestomaintainminimumamountsofcapital andtomakepaymentstostockholders onlyfromprofits.Asa
result, although asubsidiary of oursmay have cash, we maynot be able to obtainthatcashtosatisfy our obligationtoservice our
outstanding debt or fund our operations.
Ourabilitytomakescheduled payments on andtorefinance our indebtedness depends on andissubjecttoour financialand operating
performance,which in turn is affected by generaland regionaleconomic,financial,competitive,businessand otherfactorsand
reimbursement actions of governmental andcommercialpayers, allofwhich arebeyond our control, including theavailability of
financinginthe internationalbanking andcapital markets. We cannot assure you that our businesswillgeneratesufficientcashflow
fromoperations or that future borrowings will be availabletousinanamount sufficienttoenableustoservice our debt,torefinance
our debt or to fund our otherliquidity needs. Anyrefinancing or restructuringofour indebtedness couldbeathigherinterestrates and
mayrequire us to comply with more onerous covenantsthatcould furtherrestrictour businessoperations.Moreover, in theevent of a
default, theholders of our indebtedness couldelect to declaresuchindebtedness to be due andpayable and/or electtoexerciseother
rights, such as thelenders underour RevolvingCreditFacility terminatingtheir commitmentsthereunderand ceasingtomakefurther
loansorthe lenders underour Senior SecuredCreditFacilitiesinstituting foreclosureproceedings againsttheir collateral, anyofwhich
couldmateriallyadverselyaffectour results of operations andfinancial condition.
Furthermore, allofthe debt underour credit facilitiesbears interest at variable rates. We have recently experienced higherinterest
expenseonour credit facilitiesdue to interest rate increases and, if interest ratescontinue to increase,our debt serviceobligations on
our credit facilitieswouldfurther increase even though theamount borrowedremainedthe same,especially if our hedging strategies
do not effectivelymitigatethe effectsofthese increases,and our netincomeand cashflows,including cashavailablefor servicingour
indebtedness,wouldcorrespondinglydecrease.
Certainofour debt agreements imposesignificant operating andfinancial restrictions on us andour subsidiaries,which may
preventusfromcapitalizing on business opportunities.
TheCreditAgreementthatgovernsour Senior SecuredCreditFacilitiesimposes significant operating andfinancial restrictions on us.
Theserestrictions will limit our ability and/or theability of our subsidiaries to,among otherthings:incur or guarantee additionaldebt
or issuedisqualifiedstock or preferredstock;pay dividends andmakeother distributions on, or redeem or repurchase, capitalstock;
make certaininvestments; incurcertain liens; enterintotransactions with affiliates; andmerge or consolidate.
Furthermore, if our borrowings underthe Revolving Credit Facility exceed certainthresholds,the Credit Agreementrequiresone of
our subsidiaries to maintain,asofthe last dayofeachfour fiscal quarter periods,amaximumconsolidated firstliennet leverage ratio
of 5.75 to 1.00 (subjecttocustomary equity cure rights).Asaresult of theserestrictions,weare limited as to how we conductour
businessand we maybeunabletoraise additionaldebtorequity financingtocompete effectivelyortotakeadvantageofnew business
opportunities.The termsofany future indebtedness we mayincur couldinclude similarormorerestrictive covenants. We cannot
assure you that we will be able to maintain compliancewith thesecovenantsinthe future and, if we fail to do so,thatwewill be able
to obtainwaivers fromthe lenders and/or amendthe covenants. Ourfailure to comply with therestrictive or financialcovenants
describedabove as well as theterms of anyfutureindebtedness couldresultinanevent of default, which, if not curedorwaived,
couldresultinusbeing required to repaythese borrowings before theirdue date.Ifweare forced to refinancethese borrowings on less
favorable termsorare unabletorefinance theseborrowings,our results of operations andfinancial conditioncouldbematerially
adverselyaffected.
RisksRelated to OurOrganizationalStructure
Bumble Inc. is aholding companyand itsonlymaterialassetisits interest in Bumble Holdings,and it is accordinglydependent
upon distributions from Bumble Holdings to pay taxes, make paymentsunder thetax receivableagreement andpay dividends.
Bumble Inc. is aholding companyand hasnomaterialassets otherthanits ownershipofCommonUnits.BumbleInc.has no
independent meansofgeneratingrevenue.BumbleInc.has causedand intends to continue to cause Bumble Holdings to make
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distributions to holders of its CommonUnits,including Bumble Inc. andour Pre-IPOCommonUnitholders,and IncentiveUnits in an
amount sufficienttocover allapplicable taxesatassumed taxrates,paymentsunderthe taxreceivableagreementand dividends,if
any, declared by it. Deteriorationinthe financialcondition, earnings or cashflowofBumbleHoldings andits subsidiaries forany
reason couldlimitorimpairtheir ability to paysuchdistributions.Additionally, to theextentthatBumbleInc.needsfunds,and
Bumble Holdings is restricted frommakingsuchdistributions underapplicable laworregulationorunderthe termsofour financing
arrangements, or is otherwiseunabletoprovide such funds,suchrestriction couldmaterially adverselyaffect our liquidity and
financialcondition.
We anticipate that Bumble Holdings will continue to be treatedasapartnershipfor U.S. federalincometax purposes and, as such,
generallywill not be subject to anyentity-level U.S. federalincometax.Instead,taxable income or loss is allocated to holders of
CommonUnits,including us,and Incentive Units.Accordingly, we arerequiredtopay income taxesonour allocable shareofany net
taxableincomeofBumbleHoldings.Legislationthatiseffectivefor taxableyearsbeginning afterDecember31, 2017 mayimpute
liability foradjustments to apartnership’s taxreturntothe partnershipitselfincertain circumstances, absent an electiontothe
contrary.BumbleHoldings maybesubject to material liabilities pursuanttothislegislationand relatedguidanceif, forexample,its
calculations of taxableincomeare incorrect.Inaddition, theincometaxes on our allocable shareofBumbleHolding’snet taxable
income will increase overtime as our Pre-IPOCommonUnitholders and/or Incentive Unitholders exchange theirCommonUnits
(including CommonUnits issued upon conversionofvestedIncentiveUnits)for shares of our ClassAcommon stock. Such increase
in our taxexpenses mayhaveamaterialadverseeffect on our business, resultsofoperations,and financialcondition.
Underthe termsofthe amendedand restated limitedpartnership agreement, Bumble Holdings is obligated to make taxdistributions to
holders of Common Units, including us,and Incentive Units at certainassumedtax rates. Thesetax distributions mayincertain
periods exceed our taxliabilitiesand obligations to make payments underthe taxreceivable agreement. OurBoard of Directors, in its
sole discretion, will make anydetermination fromtimetotimewith respect to theuse of anysuchexcesscashsoaccumulated,which
mayinclude,among otheruses, funding repurchases of ClassAcommonstock;acquiring additionalnewly issued Common Units
fromBumbleHoldings at aper unitprice determined by referencetothe market valueofthe ClassAcommonstock;paying
dividends,which mayinclude specialdividends,onits ClassAcommon stock; or anycombinationofthe foregoing. We will have no
obligationtodistributesuchcash(or otheravailable cash otherthanany declared dividend) to our stockholders.Tothe extent that we
do not distributesuchexcesscashasdividends on our ClassAcommon stockorotherwise undertakeameliorativeactions between
CommonUnits,IncentiveUnits andsharesofClass Acommonstock andinstead,for example, holdsuchcashbalances,holders of
our CommonUnits (other than Bumble Inc.)and IncentiveUnits maybenefit fromany valueattributable to such cashbalancesasa
result of theirownership of ClassAcommonstock followingaredemption or exchange of theirCommonUnits,notwithstanding that
such holders of our Common Units(otherthanBumbleInc.) andIncentive Units maypreviously have participated as holders of
CommonUnits andIncentiveUnits in distributions by Bumble Holdings that resultedinsuchexcesscashbalancesatBumbleInc.
Payments of dividends,ifany,will be at thediscretionofour BoardofDirectorsafter taking into account various factors,including
our business, operatingresults andfinancial condition, currentand anticipatedcashneeds, plansfor expansionand anylegal or
contractuallimitations on our ability to paydividends.Our existingSeniorSecuredCreditFacilitiesinclude,and anyfinancing
arrangement that we en terintointhe future mayinclude,restrictive covenantsthatlimitour abilitytopay dividends.Inaddition,
Bumble Holdings is generally prohibitedunderDelawarelaw frommakingadistributiontoalimitedpartner to theextentthat, at the
timeofthe distribution, aftergivingeffect to thedistribution, liabilities of Bumble Holdings (with certainexceptions)exceed thefair
valueofits assets.Subs idiaries of Bumble Holdings aregenerally subject to similarlegal limitations on theirability to make
distributions to Bumble Holdings.
Bumble Inc. will be required to pay certainofour pre-IPOownersfor most of thebenefits relating to taxdepreciationor
amortizationdeductions that we mayclaim as aresultofBumbleInc.’sallocableshare of existing taxbasis acquired in theIPO,
Bumble Inc.’s increase in itsallocableshare of existingtax basis andanticipated taxbasis adjustmentswereceiveinconnection
with salesorexchanges of CommonUnits (including Common Unitsissuedupon conversion of vestedIncentive Units)in
connectionwithorafter theIPO andour utilization of certaintax attributes of theBlocker Companies.
We enteredintoataxreceivableagreementwith certain of our pre-IPOownersthatprovidesfor thepayment by Bumble Inc.tosuch
pre-IPOownersof85% of thebenefits, if any, that Bumble Inc. realizes,orisdeemed to realize(calculated usingcertain
assumptions), as aresultof(i) Bumble Inc.’s allocable shareofexistingtax basisacquiredinthe IPO, (ii) increases in Bumble Inc.’s
allocableshare of existing taxbasis andadjustments to thetax basisofthe tangibleand intangibleassets of Bumble Holdings as a
result of salesorexchangesofCommonUnits (including CommonUnits issued upon conversionofvestedIncentiveUnits)for shares
of ClassAcommonstock in connectionwithorafter theIPO and(iii) Bumble Inc.’s utilizationofcertain taxattributes of theBlocker
Companies(including theBlocker Companies’ allocable shareofexistingtax basis),and (iv) certain othertax benefits relatedto
entering into thetax receivableagreement, including taxbenefitsattributable to payments underthe taxreceivableagreement.The
existingtax basis, increasesinexistingtax basisand taxbasis adjustmentsgenerated overtimemay increase(fortax purposes)the
depreciationand amortizationdeductions availabletoBumbleInc.and, therefore, mayreducethe amount of taxthatBumbleInc.
wouldotherwise be required to payinthe future,although theU.S.InternalRevenue Service(“IRS”) maychallenge allorpartofthe
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validityofthattax basis, andacourtcouldsustain such achallenge.Actualtax benefits realized by Bumble Inc. maydifferfromtax
benefits calculated underthe taxreceivableagreementasaresult of theuse of certainassumptions in thetax receivable agreement,
including theuse of an assumedweighted-average stateand localincometax rate to calculatetax benefits.
Thepayment obligationunderthe taxreceivableagreementisanobligationofBumbleInc.and not of Bumble Holdings.While the
amount of existingtax basisand anticipated taxbasis adjustmentsand utilizationoftax attributes,aswellasthe amount andtimingof
anypaymentsunderthe taxreceivableagreement, will vary depending upon anumberoffactors, we expect thepaymentsthatBumble
Inc. maymakeunderthe taxreceivableagreementwillbesubstantial. Theactualamountspayable will depend upon, among other
things,the timingofpurchases or exchanges, theprice of shares of our ClassAcommon stockatthe time of such purchases or
exchanges, theextenttowhich such purchases or exchangesare taxableand theamount andtimingofour taxableincome. The
payments underthe taxrecei vableagreement arenot conditionedupon continuedownership of us by thepre-IPOowners. For
additionalinformation see“—Incertain cases,paymentsunderthe taxreceivableagreement maybeaccelerated and/or significantly
exceedthe actualbenefits Bumble Inc. realizes in respect of thetax attributes subject to thetax receivableagreement.”,“Item 7—
Management’s Discussion andAnalysisofFinancial Conditionand Results of Operations—ContractualObligations and
Contingencies” andNote5,PayabletoRelated PartiesPursuant to aTax ReceivableAgreement,toour consolidated financial
statements includedinPartII, “Item8—Financial Statements andSupplementary Data”ofthisAnnualReport.
In certain cases, paymentsunder thetax receivableagreementmay be acceleratedand/orsignificantly exceed theactualbenefits
Bumble Inc. realizes in respect of thetax attributes subjecttothe taxreceivableagreement.
Bumble Inc.’s paymentobligations underthe taxreceivableagreementwillbeacceleratedinthe eventofcertain changesofcontrol,
upon abreachbyBumbleInc.ofamaterial obligationunderthe taxreceivableagreement or if Bumble Inc. electstoterminatethe tax
receivableagreement early.The accelerated payments requiredinsuchcircumstances will be calculatedbyreference to thepresent
value(at adiscount rate equaltothe lesser of (i)6.5% perannum and(ii) theSecuredOvernight FinancingRateplus100 basispoints)
of allfuturepaymentsthatholders of CommonUnits or otherrecipientswouldhavebeen entitledtoreceiveunderthe taxreceivable
agreement, andsuchaccelerated payments andany otherfuturepaymentsunderthe taxreceivableagreement will utilizecertain
valuationassumptions,including that Bumble Inc. will have sufficient taxableincometofully utilize thedeductions arisingfrom the
increasedtax deductions andtax basisand otherbenefits relatedtoenteringintothe taxreceivableagreementand sufficienttaxable
income to fully utilizeany remainingnet operatinglossessubjecttothe taxreceivable agreementonastraight linebasis overthe
shorterofthe statutoryexpiration period forsuchnet operatinglossesorthe five-yearperiodafter theearly terminationorchange of
control. In addition, recipients of payments underthe taxreceivable agreementwill notreimburse us forany payments previously
made underthe taxreceivable agreementifthe taxattributes or Bumble Inc.’s utilizationoftax attributes underlying therelevanttax
receivableagreement paymentare successfully challengedbythe IRS(although anysuchdetriment wouldbetaken into account as an
offset againstfuturepaymentsdue to therelevantrecipientunderthe taxreceivableagreement).BumbleInc.’sability to achieve
benefits from anyexistingtax basis, taxbasis adjustmentsorother taxattributes,and thepaymentstobemadeunderthe taxreceivable
agreementwill depend upon anumberoffactors,including thetimingand amount of our future income.Asaresult,eveninthe
absenceofachange of controloranelectiontoterminate thetax receivableagreementearly,paymentsunderthe taxreceivable
agreementcouldbeinexcessof85% of Bumble Inc.’s actual cashtax benefits.
Accordingly, it is possiblethatthe actual cashtax benefits realized by Bumble Inc. maybesignificantly less than thecorresponding
taxreceivableagreementpayments. It is also possiblethatpaymentsunderthe taxreceivable agreementmay be made yearsin
advanceofthe actualrealization, if any, of theanticipated future taxbenefits.There maybeamaterialnegativeeffect on our liquidity
if thepaymentsunderthe taxreceivableagreementexceed theactualcashtax benefits that Bumble Inc. realizes in respectofthe tax
attributes subject to thetax receivable agreementand/or if distributions to Bumble Inc. by Bumble Holdings arenot sufficientto
permit Bumble Inc. to make payments underthe taxreceivable agreementafter it haspaidtaxes andother expenses.Based upon
certain assumptions,weestimate that if Bumble Inc. hadexercised its terminationright as of December31, 2023, theaggregate
amount of theearly terminationpaymentsbeforeapplicationofthe discount rate requiredunderthe taxreceivableagreementwould
have been approximately $935.3 million. Theforegoing numberismerelyanestimateand theactualpaymentscoulddiffermaterially.
We mayneed to incuradditionalindebtedness to financepaymentsunderthe taxreceivableagreementtothe extent our cashresources
areinsuffici enttomeetour obligations underthe taxreceivableagreementasaresult of timingdiscrepancies or otherwise, andthese
obligations couldhavethe effect of delaying, deferring or preventingcertain mergers, assetsales,other formsofbusiness
combinations or othercha ngesofcontrol.
Theaccelerationofpaymentsunder thetax receivable agreementinthe case of certain changesofcontrol mayimpairour ability
to consummate change of controltransactions or negativelyimpactthe valuereceived by owners of ourClass Acommonstock.
In thecaseofcertain changesofcontrol, payments underthe taxreceivableagreementwillbeacceleratedand maysignificantly
exceedthe actualbenefits Bumble Inc. realizes in respect of thetax attributes subject to thetax receivableagreement.Weexpect that
thepaymentsthatwemay make underthe taxreceivableagreement in theevent of achange of controlwill be substantial. As aresult,
our acceleratedpayment obligations and/or theassumptions adopted underthe taxreceivableagreementinthe case of achange of
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controlmay impairour ability to consummate change of controltransactions or negativelyimpact thevalue receivedbyownersofour
ClassAcommonstock in achange of controltransaction.
RisksRelated to Ownershipofour ClassACommonStock
OurPrincipal Stockholderscontrol us andtheir interestsmay conflict with ours or yoursinthe future.
As of thedateofthisAnnualReport, our PrincipalStockholders beneficially ownapproximately 89% of thecombinedvotingpower
of our ClassAandClass Bcommonstock.Moreover, we nominatetoour Boardindividuals designatedbyour PrincipalStockholders
in accordance with thestockholders agreement. OurPrincipal Stockholders have theright to designate directorssubject to the
maintenanceofcertain ownershiprequirementsinus. Even when our PrincipalStockholders cease to ownsharesofour stock
representing amajorityofthe totalvotingpower,for so long as our PrincipalStockholders continue to ownasignificantpercentageof
our stock, they will still be able to significantly influenceoreffectivelycontrolthe composition of our BoardofDirectorsand the
approvalofactions requiringstockholderapprovalthrough theirvotingpower.Accordingly, forsuchperiodoftime, our Principal
Stockholders will have significant influencewithrespect to our management,busin essplans andpolicies, including theappointment
andremovalofour officers. In particular,for so long as our Sponsor continuestoown asignificantpercentageofour stock, our
Sponsor will be able to cause or preventachange of controlofour companyorachange in thecompositionofour BoardofDirectors
andcouldpreclude anyunsolicitedacquisitionofour company. Theconcentrationofownership coulddeprive you of an opportunity
to receiveapremium foryour shares of ClassAcommonstock as part of asaleofour companyand ultimately might affect themarket
priceofour ClassAcommon stock.
In addition, as of thedateofthisAnnualReport, thePre-IPOCommonUnitholders (which include ourSponsor andour Founder) own
approximately 27% of theCommonUnits.Because they holdtheir ownershipinterestinour businessdirectly in Bumble Holdings,
rather than through Bumble Inc.,the Pre-IPOCommonUnitholders mayhaveconflicting interestswith holdersofsharesofour Class
Acommonstock.For example, if Bumble Holdings makesdistributions to Bumble Inc.,the Pre-IPOCommonUnitholders and
participatingIncentiveUnitholders (asdescribed below) will also be entitled to receive such distributions proratainaccordance with
thepercentages of theirrespectiveCommonUnits or IncentiveUnits,asapplicable,inBumbleHoldings andtheir preferencesasto
thetimingand amount of anysuchdistributions maydifferfromthoseofour public stockholders.Incentive Units arenot entitledto
receive distributions (other than taxdistrib ut ions)until holders of Common Units have receivedaminimum return as providedinthe
amendedand restated limitedpartnership agreementofBumbleHoldings.However,IncentiveUnits have thebenefit of adjustment
provisions that will reducethe participationthresholdfor distributions in respect of whichtheydonot participateuntil thereisno
participationthreshold, at whichtimethe Incentive Units wouldparticipatepro rata with distributions on Common Units.Our pre-IPO
owners mayalsohavedifferent taxpositions fromuswhich couldinfluence theirdecisions regardingwhether andwhentodisposeof
assets,especial ly in light of thetax receivable agreement, whetherand when to incurnew or refinanceexistingindebtedness, and
whetherand when Bumble Inc. shouldterminate thetax receivableagreementand accelerate itsobligations thereunder. In addition,
thestructuring of future transactions maytakeintoconsideration our pre-IPOowners’ taxorother considerations even whereno
similar benefitwouldaccruetous.
Ouramended andrestatedcertificateofincorporationdoesnot limit theability of ourPrincipal Stockholders to competewith us
andtheymay have investmentsinbusinesseswhose interestsconflictwithours.
OurPrincipal Stockholders andtheir respectiveaffiliatesengage in abroad spectrumofactivities, including investmentsinbusinesses
that maycompete with us.Inthe ordinary course of theirbusinessactivities, our PrincipalStockholders andtheir respectiveaffiliates
mayengage in activitieswhere theirinterests conflict with our interestsorthoseofour stockholders.Our amendedand restated
certificateofincorporationprovidesthatnone of our PrincipalStockholders or anyoftheir respectiveaffiliatesorany of our directors
whoare not employedbyus(including anynon-employeedirectorwho serves as one of our officersinbothhis or herdirectorand
officer capacities)orhis or heraffiliateswillhaveany dutytorefrain fromengaging, directly or indirectly,inthe same business
activitiesorsimilar businessactivitiesorlines of businessinwhich we operate.Our PrincipalStockholders andtheir respective
affiliates also maypursueacquisitionopportunitiesthatmay be complementarytoour business, and, as aresult, thoseacquisition
opportunities maynot be availabletous. In addition, our PrincipalStockholders mayhaveaninterestinour pursuingacquisitions,
divestitures andother transactions that,intheir judgment, couldenhancetheir investment,eventhough such transactions might
involve riskstousand our stockholders.
We area“controlledcompany” within themeaning of Nasdaq rulesand,asaresult,wequalifyfor exemptions from certain
corporategovernancerequirements. If we rely on such exemptions in thefuture, youwill nothavethe same protections affordedto
stockholders of companiesthatare subjecttosuchrequirements.
OurPrincipal Stockholders arepartiestoastockholders agreementand, as of thedateofthisAnnualReport, beneficially own
approximately 89% of thecombinedvotingpower of our ClassAandClass Bcommonstock.Asaresult, we area“controlled
company” within themeaning of theNasdaqcorporategovernance standards. Underthese corporategovernance standards, acompany
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of whichmorethan50% of thevotingpower in theelectionofdirectorsisheldbyanindividual, group or anothercompany is a
“controlled company” andmay electnot to comply with certain corporategovernance requirements. Forexample,controlled
companies:
(1)are not requiredtohaveaBoardthatiscomposed of amajorityof“independent directors,”asdefined underNasdaqrules;
(2)are not requiredtohaveacompensation committeethatiscomposed entirelyofindependent directors; and
(3)are not requiredtohavedirectornominations be made,orrecommendedtothe full BoardofDirectors,byits independent
directorsorbyanominations committeethatiscomposed entirelyofindependent directors.
Although we do not currently rely on theexemptions fromthese corporategovernance requirements, if we do rely on such exemptions
in thefuture, you will not have thesameprotections afforded to stockholders of companiesthatare subject to allofthe corporate
governance requirementsofNasdaq.
If we fail to maintain effectiveinternalcontrol over financialreporting, ourability to produce timely andaccuratefinancial
statements or comply with applicablelawsand regulations couldbeimpaired.
As apublic company, we aresubject to rulesand regulations establishedbythe SECand Nasdaq.These rulesand regulations require,
among otherthings,thatweestablishand periodically evaluate procedures with respecttoour internal controloverfinancial reporting
pursuanttoSection404 of theSarbanes-OxleyAct.
In ordertomaintainand improvethe effectivenessofour internal controloverfinancial reporting, we have expended, andanticipate
that we will continue to expend, significant resources,including accounting-relatedcosts andsignificantmanagementoversight.Ifwe
identify deficiencies in our internal controloverfinancial reporting or if we areunabletocomplywiththe requirementsapplicable to
us as apublic company, in atimely manneroratall,wemay not be able to accurately reportour financialresults,wemay fail to meet
our reportingobligations within thetimeframesrequiredbythe SEC, we mayhavetorestate our financialstatementsfor priorperiods,
and/or our independent registered public accountingfirmmay not be able to issueanunqualifiedopinion regardingthe effectiveness
of our internal controloverfinancial reportinginthe eventthattheyare not satisfiedwith thelevel at whichour internal control over
financialreportingisdocumented, designed, or operating. If this occurs,wecouldbecome subjecttosanctions or investigations by the
SECorother regulatoryauthorities, or we maynot be able to remain listedonNasdaq. In addition, if we determineorour independent
registered public accountingfirmdetermines we have amaterialweakness in our internal controloverfinancial reporting, this could
have amaterialadverseeffect on our businessand operatingresults,investorsmay lose confidence in theaccuracy andcompleteness
of our financialreports,wemay face restricted accesstocapital markets, andthe market pricefor our ClassAcommonstock maybe
adverselyaffected.
Ourdualclass structuremay have an impactonthe market priceofour ClassAcommonstock.
Ourdualclass structuremay result in alower or more volatile market priceofour ClassAcommon stock, in adversepublicity or
otheradverseconsequences.Certain indexproviders have in thepastannounced restrictions on including companieswithmultiple
classshare structures in certain of theirindices. Giventhe sustainedflowofinvestment funds into passive strategies that seek to track
certain indices,exclusion fromstock indices wouldlikelypreclude investment by many of thesefunds andcouldmakeour ClassA
commonstock less attractivetoother investors. As aresult, themarketprice of our ClassAcommon stockcouldbematerially
adverselyaffected.
Theoutsizedvotingrightsofour Principal Stockholders have theeffect of concentratingvotingcontrol with ourPrincipal
Stockholders, limit or preclude your ability to influencecorporatematters an dmay have apotentialadverse effect on theprice of
ourClass Acommonstock.
In general, each shareofour ClassAcommonstock entitles its holdertoone voteonall matters on whichstockholders of Bumble Inc.
areentitledtovotegenerally.SharesofClass Bcommonstock have no economic rightsbut each sharegenerally entitleseach holder,
without regard to thenumberofsharesofClass Bcommonstock held by such holder, to anumberofvotes that is equaltothe
aggregatenumberofCommonUnits held by such holderonall matters on whichstockholders of Bumble Inc. areentitledtovote
generally. Holdersofsharesofour ClassBcommonstock votetogether with holders of our ClassAcommonstock as asingleclass
on allmatters on whichstockholders areentitledtovotegenerally,exceptasotherwise requiredbylaw.Notwithstanding the
foregoing, unlesstheyelect otherwise, each of our PrincipalStockholders is entitledtooutsizedvotingrightsasfollows.Until the
High Vote TerminationDate, each shareofClass Acommonstock held by aPrincipal StockholderentitlessuchPrincipal Stockholder
to tenvotes andeach PrincipalStockholderthatholds ClassBcommonstock is entitled,without regard to thenumberofsharesof
ClassBcommonstock held by such PrincipalStockholder, to anumberofvotes equalto10timesthe aggregatenumberofCommon
Units (including CommonUnits issued upon conversionofvestedIncentiveUnits)ofBumbleHoldings held by such Principal
Stockholder. In addition, if,atany time,our Founderisneither an employeenor adirector,any ClassAcommonstock or ClassB
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commonstock held by our Founderwill be entitledtoone voteper share(in thecaseofthe ClassAcommon stock) or anumberof
votes that is equaltothe aggregatenumberofCommonUnits (including CommonUnits issued upon conversionofvestedIncentive
Units)ofBumbleHoldings held by our Founder(in thecaseofthe ClassBcommonstock), in each case on allmatters on which
stockholders of Bumble Inc. areentitledtovotegenerally.The differenceinvotingrightssubjectustonumerous risksthatcould
adverselyaffect thevalue of our ClassAcommonstock by, forexample,delayingordeferring achange of controlorifinvestors
view,orany potentialfuturepurchaser of our companyviews ,the superior votingrightsofour PrincipalStockholders to have value.
Because of theten-to-onevotingratio betweenour ClassAandClass Bcommonstock held by our PrincipalStockholders,onthe one
hand, andClass Aand ClassBcommonstock held by individuals otherthanour PrincipalStockholders,onthe otherhand, the
PrincipalStockholders collectivelycontrolamajority of thecombinedvotingpower of our commonstock andtherefore areableto
controlall matterssubmittedtoour shareholders.Thisconcentrated controllimits or precludesthe ability of otherholders of ClassA
commonstock to influencecorporatematters forthe foreseeablefuture, which, in turn increasesthe risk of divergentviews over
strategy or businesscombinationand an increased risk of conflict or litigationcausedbysuchdivergent views.
In addition, anysharesofClass Acommonstock or Common Units purchased or otherwiseacquiredbythe PrincipalStockholders
afterthe IPOwouldalsoentitlethe PrincipalStockholders to outsized votingrightsuntil theHighVoteTerminationDate.
Consequently,the votingpower of our PrincipalStockholders,and thedisparity between thevotingpower held by our Principal
Stockholders andthe leveloftheir economic interest,wouldincreaseiftheyacquiredadditionalsharesofClass Acommonstock or
CommonUnits afterthe IPO. Moreover, our PrincipalStockholders wouldretainthisdisparate votingpower even if they have
engagedinhedging or othertransactions that have offset theireconomic exposure. Further, our votingstructure poses ariskthateven
if our PrincipalStockholdersholdrelativelysmall economic interests, priortothe High Vote TerminationDatetheycouldpotentially
usetheir outsized votingcontrol to approve furtherchanges in governance to thedetriment of non-controllingholde rs of ClassA
commonstock,which couldresultindelistingunderNasdaqlistingrequirements, resultinginreduced liquidity andlossofvalue for
investors.
Youmay be dilutedbythe future issuance of additional ClassAcommonstock or CommonUnits in connectionwith ourincentive
plans, acquisitions or otherwise.
As of January 31, 2024, we have 5,763,263,715 shares of ClassAcommonstock authorized but unissued, including 48,244,492 shares
of ClassAcommonstock issuable upon exchange of Common Units that areheldbythe Pre-IPOCommonUnitholders.Our
certificateofincorporationauthorizes us to issuethese shares of ClassAcommonstock andoptions,rights, warrantsand appreciation
rightsrelatingtoClass Acommonstock forthe considerationand on theterms andconditions establishedbyour BoardofDirectorsin
its sole discretion, whetherinconnectionwith acquisitions or otherwise. Similarly, theamendedand restated limitedpartnership
agreementofBumbleHoldings permits Bumble Holdings to issueanunlimited numberofadditionallimitedpartnership interestsof
Bumble Holdings with designations,preferences,rights, powersand dutiesthatare different from, andmay be senior to,those
applicable to theCommonUnits,and whichmay be exchangeable forsharesofour ClassAcommonstock.Additionally,wehave
reserved an aggregateof41,729,650 shares of ClassAcommon stockorCommonUnits forissuance underour Omnibus Incentive
Plan,including shares of ClassAcommonstock issuable following vestingand upon exchange for8,438,669 as-converted Incentive
Units held by theIncentiveUnitholders with aweighted averageparticipationthresholdof$13.44 perunit. Thereare also 4,500,000
shares of ClassAcommonstock reserved forissuance underour 2021 EmployeeStock Purchase Plan (“ESPP”).Any ClassA
commonstock that we issue, including underour Omnibus Incentive Plan,our ESPP or otherequity incentiveplans that we mayadopt
in thefuture, woulddilute thepercentage ownershipheldbyinvestorswho purchaseClass Acommonstock.
We mayissuepreferredstock whoseterms couldmaterially adversely affect thevotingpower or valueofour ClassAcommon
stock.
Ouramendedand restated certificateofincorporationauthorizes us to issue, without theapprovalofour stockholders,one or more
classesorseriesofpreferred stockhavingsuchdesignations,preferences,limitations andrelativerights, including preferences over
our ClassAcommonstock respectingdividends anddistributions,asour BoardofDirectors maydetermine.The termsofone or more
classesorseriesofpreferred stockcould adverselyimpact thevotingpower or valueofour ClassAcommon stock. Forexample,we
might grantholders of preferredstock theright to elect some numberofour directorsinall events or on thehappening of specified
events or theright to veto specifiedtransactions.Similarly, therepurchaseorredemptionrightsorliquidationpreferences we might
assign to holders of preferredstock couldaffect theresidualvalue of theClass Acommonstock.
If we or ourpre-IPO owners sell additional shares of ourClass Acommonstock or areperceived by thepublicmarkets as
intendingtosellthem, the market priceofour ClassAcommonstock coulddecline.
Thesaleofsubstantialamountsofsharesofour ClassAcommonstock in thepublic market,orthe perception that such salescould
occur, couldharmthe prevailingmarketprice of shares of our ClassAcommonstock.These sales, or thepossibility that thesesales
mayoccur,alsomight make it more difficult forustosellsharesofour ClassAcommon stockinthe future at atimeand at aprice
40
that we deem appropriate.Inaddition, our Sponsor haspledgedsubstantiallyall of thesharesofour ClassAcommon stockheldbyit
pursuanttoamargin loan agreementand anyforeclosureupon thosesharescouldresultinsales of asubstantialnumberofsharesof
our ClassAcommonstock in thepublic market,which couldsubstantially decreasethe market priceofour ClassAcommon stock.
As of January 31, 2024, we have atotal of 129,422,501 shares of our ClassAcommonstock outstanding. Of theseshares, 95,985,598
shares of our ClassAcommonstock were freelytradablewithout restrictionorfurther registrationunderthe SecuritiesAct of 1933, as
amended(the“Securities Act”), by persons otherthanour “affiliates,”asthattermisdefined underRule144 of theSecuritiesAct.
In addition, we andthe holders of our Common Units have enteredintoanexchange agreementunderwhich they (orcertain permitted
transferees) have theright to exchange theirCommonUnits (including CommonUnits issued upon conversionofvestedIncentive
Units)for shares of our ClassAcommonstock on aone-for-one basis, subject to customaryconversionrateadjustments.Subject to
theterms of theexchange agreement, an aggregateof48,244,492 Common Units maybeexchangedfor shares of our ClassA
commonstock.Any shares we issueupon exchange of CommonUnits will be “restrictedsecurities” as definedinRule144 andmay
not be sold in theabsence of registrationunderthe SecuritiesAct unlessanexemptionfromregistrationisavailable, including the
exemptions containedinRule144. Underapplicable SECguidance, we believe that forpurposes of Rule 144 theholding period in
such shares will generally include theholding period in thecorresponding Common Units exchanged.
Subject to certain limitations andexceptions,pursuanttothe termsofthe amendedand restated limitedpartnership agreementof
Bumble Holdings,the IncentiveUnitholders,which hold8,438,669 IncentiveUnits as of January 31, 2024, whichhaveaweighted-
averageper unitparticipationthresholdof$13.44 perIncentiveUnit, will have theright to convert theirvestedIncentiveUnits into
CommonUnits of Bumble Holdings.CommonUnits received upon conversionwill be exchangeable on aone-for-one basisfor shares
of ClassAcommonstock of Bumble Inc. in accordance with theterms of theexchange agreement. Assuming such IncentiveUnits are
fully vested,asofJanuary 31, 2024, 314,450 shares of ClassAcommonstock wouldbeissuableupon theexchange of an equivalent
numberofCommonUnits into whichoutstanding IncentiveUnits (assumingsuchIncentiveUnits areconverted to CommonUnits)
that areheldbythe IncentiveUnitholders maybeconverted.The deliveryofsharesofClass Acommonstock upon exchange of
CommonUnits received in conversionofIncentiveUnits hasbeenregisteredpursuanttoaregistration statementonFormS-8.
Allofsuchshareswill be eligible forresaleinthe public market,subject,inthe caseofsharesheldbyour affiliates, to volume,
mannerofsaleand otherlimitations underRule144. We expect that our Sponsor will continue to be considered an affiliatebased on
its expected shareownership andits board nominationrights. Certainother of our stockholders mayalsobeconsidered affiliates at the
timeoftheir sale of shares of ourClass Acommonstock.However,the holders of thesesharesofClass Acommonstock will have the
right,subjecttocertain exceptions andconditions,torequire us to register theirsharesofClass Acommonstock underthe Securities
Act, andtheywill have theright to participateinfutureregistrations of securitiesbyus. Registration of anyofthese outstanding shares
of ClassAcommonstock wouldresultinsuchsharesbecoming freelytradablewithout compliancewith Rule 144 upon effectiveness
of theregistrationstatement.
We have filedaregistration statementonFormS-8 underthe SecuritiesAct to register shares of our ClassAcommonstock or
securities convertible into or exchangeable forsharesofour ClassAcommonstock issued pursuanttoour Omnibus Incentive Plan
andour ESPP. Accordingly, shares registered undersuchregistrationstateme nt swill be availablefor sale in theopenmarket.
In thefuture, we mayalsoissueour securities in connectionwith investmentsoracquisitions.The amount of shares of our ClassA
commonstock issued in connectionwith an investment or acquisition couldconstituteamaterialportionofour then outstanding
shares of ClassAcommonstock.Asrestrictions on resale end, themarketprice of our shares of commonstock coulddrop
significantly if theholders of theserestrictedsharessellthemorare perceivedbythe market as intending to sell them.These factors
couldalsomakeitmoredifficult forustoraise additionalfunds through future offerings of our ClassAcommonstock or other
securities or to useour ClassAcommonstock as considerationfor acquisitions of otherbusinesses, investmentsorother corporate
purposes.
Anti-takeover provisions in ourorganizationaldocuments andDelawarelaw might discourage or delayacquisition attempts forus
that youmight consider favorable.
Ouramendedand restated certificateofincorporationand amendedand restated bylawscontainprovisions that maymakethe merger
or acquisition of our companymoredifficult without theapprovalofour BoardofDirectors. Among otherthings,these provisions:
provide that our BoardofDirectors will be dividedintothree classes, as nearly equalinsizeaspossible, with directorsin
each classserving three-year termsand with termsofthe directorsofonlyone classexpiring in anygiven year;
provide forthe removalofdirectors onlyfor cause andonlyupon theaffirmativevoteofthe holders of at least66
2
3
%in
votingpower of theoutstanding shares of our capital stockentitled to vote,ifour PrincipalStockholders andour Co-
Investor beneficially ownlessthan30% of thetotal votingpower of allthenoutstanding shares of our capital stockentitled
to votegenerally in theelectionofdirectorsand provide that specified directorsdesignatedpursuanttothe stockholders
agreementmay not be removedwithout causewithout theconsentofthe specified designatingparty;
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provide that subject to therightsofthe holders of anypreferredstock andthe rightsgranted pursuant to thestockholders
agreement, vacancies and newlycreated directorshipsmay be filledonlybythe remainingdirectorsatany time the
PrincipalStockholders andour Co-Investor beneficially ownlessthan30% of thetotal votingpower of allthenoutstanding
shares of our capital stockentitledtovotegenerally in theelectionofdirectors;
wouldallowustoauthorizethe issuance of shares of one or more series of preferredstock,including in connectionwitha
stockholderrightsplan, financingtransactions or otherwise, theterms of whichseriesmay be establishedand thesharesof
whichmay be issued without stockholderapproval, andwhich mayinclude supervoting, specialapproval, dividend, or
otherrightsorpreferences superior to therightsofthe holders of commonstock;
prohibitstockholderactionbywrittenconsent fromand afterthe date on whichour PrincipalStockholders andour Co-
Investor beneficially ownatleast30% of thetotal votingpower of allthenoutstanding shares of our capitalstock entitled to
votegenerally in theelectionofdirectorsunlesssuchactionisrecommendedbyall directorstheninoffice;
provide forcertain limitations on convening special stockholdermeetings;
provide that theBoard of Directorsisexpressly authorized to make,alter,orrepeal our bylawsand that our stockholders
mayonlyamend our bylawswith theapprovalof66
2
3
%ormoreofall of theoutstanding shares of our capitalstock entitled
to vote, if our PrincipalStockholders andour Co-Investorbeneficially ownlessthan30% of thetotal votingpower of all
then outstanding shares of our capitalstock entitledtovotegenerally in theelectionofdirectors;
provide that certain provisions of our amendedand restated certificateofincorporationmay be amendedonlybythe
affirmativevoteofthe holders of at least66
2
3
%invotingpower of theoutstanding shares of our capitalstock entitledto
vote, if our PrincipalStockholders andour Co-Investor beneficially ownlessthan30% of thetotal votingpower of allthen
outstanding shares of our capitalstock entitled to votegenerally in theelectionofdirectors; and
establishadvancenoticerequirementsfor nominations forelections to our Boardorfor proposingmatters that canbeacted
upon by stockholders at stockholdermeetings.
Further, as aDelawarecorporation, we arealsosubject to provisions of Delaware law, whichmay impedeordiscourageatakeover
attemptthatour stockholdersmay find beneficial.These anti-takeoverprovisions andother provisions underDelawarelaw could
discourage, delayorprevent atransactioninvolving achange in controlofour company, including actions that our stockholders may
deem advantageous,ornegativelyaffectthe tradingprice of our ClassAcommonstock.These provisions couldalsodiscourageproxy
contests andmakeitmoredifficult foryou andother stockholders to elect directorsofyour choosingand to causeustotakeother
corporateactions you desire.
Ouramended andrestatedcertificateofincorporationdesignatesthe CourtofChanceryofthe StateofDelawareorthe federal
district courts of theUnitedStatesofAmerica,asapplicable, as thesoleand exclusiveforum forcertain typesofactions and
proceedings that maybeinitiatedbyour stockholders, whichcould limit ourstockholders’ ability to obtainafavorablejudicial
forumfor disputes with theCompanyorthe Company’sdirectors,officersorother employees.
Ouramendedand restated certificateofincorporationprovidesthat, unlessweconsenttothe selectionofanalternativeforum,the
CourtofChanceryofthe StateofDelawarewill, to thefullest extent permitted by law, be thesoleand exclusiveforum for: (i)any
derivative actionorproceedingbrought on our behalf;(ii) anyactionassertingabreach of fiduciary dutyowedbyany currentor
former director,officer,stockholder or employeeofthe Companytothe Companyorour stockholders;(iii) anyactionassertinga
claimagainst us arisingunderthe Delaware GeneralCorporationLaw (the “DGCL”), our certificateofincorporationorour bylawsor
as to whichthe DGCL confersjurisdictiononthe CourtofChanceryofthe StateofDelaware; or (iv) anyactionassertingaclaim
againstusthatisgoverned by theinternalaffairsdoctrine.
Ouramendedand restated certificateofincorporationfurther providesthat, unlessweconsentinwritingtothe selectionofan
alternativeforum,tothe fullest extent permittedbylaw,the federaldistrictcourts of theUnitedStatesofAmerica will be the
exclusiveforum forthe resolution of anycomplaint assertingacauseofactionarising underthe federalsecuritieslawsofthe United
States,including, in each case, theapplicable rulesand regulations promulgatedthereunder.
Anypersonorentity purchasingorotherwise acquiring anyinterestinany shares of our capital stockshall be deemed to have notice
of andtohaveconsentedtothe forum provision in our amendedand restated certificateofincorporation. This choice-of-forum
provision maylimitastockholder’s abilitytobring aclaim in adifferent judicial forum, including one that it mayfindfavorable or
convenientfor aspecified classofdisputes with theCompany or theCompany’sdirectors,officers, otherstockholders or employees,
whichmay discouragesuchlawsuits.Alternatively, if acourtweretofindthisprovision of our amendedand restated certificateof
incorporationinapplicable or unenforceablewith respect to one or more of thespecified typesofactions or proceedings,wemay incur
additionalcosts associated with resolvingsuchmatters in otherjurisdictions,which couldmateriallyadverselyaffect our business,
financialcondition andresults of operations andresultinadiversionofthe timeand resources of our management andBoard of
Directors.
42
GeneralRiskFactors
Ourquarterly operatingresults andother operatingmetrics mayfluctuate from quartertoquarter,which makesthese metrics
difficult to predict.
Ourquarterly operatingresults andother operatingmetrics have fluctuated in thepastand maycontinue to fluctuatefromquarter to
quarter,which makesthemdifficult to predict. Ourfinancial condition andoperatingresults in anygiven quarter can be influenced by
numerous factors, many of whichweare unabletopredict or areoutside of our control, including, forexample:
thetiming, size andeffectivenessofour marketingefforts;
thetimingand successofnew product, serviceand featureintroductions by us or our competitors or anyother change in the
competitivelandscape of our market;
fluctuations in therateatwhich we attract newusers,the levelofengagement of such usersand thepropensityofsuchusers
to subscribetoour brands or to purchaseàlacarte features;
successful expansionintointernationalmarkets;
errors in our forecastingofthe demand forour products andservices,which couldlead to lowerrevenue or increasedcosts,
or both;
increasesinsales andmarketing, productdevelopmentorother operatingexpenses that we mayincur to grow andexpand
our operations andtoremaincompetitive;
thediversificationand growth of our revenuesources;
our ability to maintain grossmargins andoperating margins;
fluctuations in currencyexchangerates andchangesinthe proportion of our revenue andexpenses denominated in foreign
currencies;
changesinour effectivetax rate;
changesinaccountingstandards, policies, guidance, interpretations,orprinciples;
our developmentand improvementofthe quality of our appexperiences,including, enhancingexistingand creatingnew
products,services, technology andfeatures;
thecontinueddevelopmentand upgradingofour technology platform;
system failures or breaches of security or privacy;
our ability to obtain, maintain,protect and enforceintellectualpropertyrightsand successfully defend againstclaims of
infringement,misappropriationorother violations of third-partyintellectualproperty;
adverselitigationjudgments,settlements, or otherlitigation-relatedcosts;
changesinthe legislativeorregulatoryenvironment, including with respect to privacy,intellectualproperty, consumer
productsafety, andadvertising, or enforcementbygovernment regulators, including fines, orders,orconsentdecrees;
changesinbusinessormacroeconomic conditions,including theimpactoflower consumer confidence in our businessorin
theonlinedatingand social connectionindustrygenerally,recessionary conditions,inflation, interest rates, increased
unemploymentrates,stagnant or decliningwages,political unrest(whichmay be heightened in aU.S.presidentialelection
year), terrorism, armedconflicts, pandemics or epidemicsornatural disasters; and
changesinour expected estimatedusefullifeofpropertyand equipmentand intangibleassets.
Anyone of thefactors above or thecumulativeeffectofsomeofthe factorsabove mayresultinsignificantfluctuations in our results
of operations.
Thevariability andunpredictability of our quarterly operatingresults or otheroperatingmetrics couldresultinour failure to meet our
expectations or thoseofanalyststhatcoverusorinvestorswith respecttorevenue or otheroperating resultsfor aparticular period. If
we fail to meet or exceed such expectations,the market priceofour ClassAcommon stockcouldfallsubstantially,and we couldface
costly lawsuits,including securitiesclass actionsuits.
43
We areexposed to changesinthe global macroeconomic environmentbeyond ourcontrol,which mayadversely affect consumer
discretionary spending,demandfor ourproductsand services,our expenses,and ourability to execute strategicplans.
Ourproducts andservicesmay be considered discretionary itemsfor consumers. Factorsaffectingthe levelofconsumer spending for
such discretionary items include generaleconomic conditions,and otherfactors,suchasconsumer confidence in future economic
conditions,fears of recession, theavailabilityand cost of consumer credit, costsofliving, levels of unemployment, taxrates,interest
ratesand inflationary pressure.Inrecentyears, theUnitedStates, theUnitedKingdom andother significanteconomic marketshave
experienced cyclical downturns andworldwide economic conditions remain uncertain.Asglobaleconomic conditions continue to be
volatileoreconomic uncertainty remains, trends in consumer discretionary spending also remain unpredictableand subject to
reductions.Unfavorable economic conditions mayleadconsumerstodelay or reducepurchases of our products andconsumer demand
forour products maynot grow as we expect.
Fluctuations in inflationhavenegativelyaffected andmay continue to negatively affect our business, financialconditionand resultsof
operations by affectingour expenses,including, but not limitedto, employeecom pensationexpenses.Ifthe inflationrat eincreas es,
our expenses mayalsoincrease. Anyattempts to offset cost increases with priceincreases mayresultinadecreaseinthe numberof
Paying Users, increaseduserdissatisfactionorotherwise harm our reputation. Oursensitivity to economic cycles andany related
fluctuationinconsumer demand forour products andservices couldmaterially adverselyaffect our business, financialcondition, and
results of operations.
In addition, our businesscould be materially adverselyaffected by theoutbreak of awidespread health epidemic or pandemic,suchas
COVID-19. Awidespreadepidemic, pandemic or otherhealth crisis couldalsocause significantvolatility in globalmarkets,reduce
our ability to access capitaland therebynegativelyimpactour liquidity,and disrupt labor marketsand globalsupplychains, andthese
effectsmay have lingering macroeconomic impacts.Ifour businessand themarkets in whichweoperate experience aprolonged
occurrenceofadversepublic health conditions,itcouldmaterially adverselyaffect our ability to execute strategicplans,and
materially adverselyaffect our business,financial condition, andresults of operations.
Foreigncurrencyexchangeratefluctuations couldmateriallyadversely affect ourresults of operations.
We operate in various internationalmarkets.Duringthe year endedDecember31, 2023, 43.2% of our totalrevenueswere
internationalrevenues. We translateinternationa lrevenuesintoU.S.dollar-denominated operatingresults andduringperiods of a
strengthening U.S. dollar, our internationalrevenueswillbereduced when translated into U.S. dollars.Inaddition, as foreigncurrency
exchange ratesfluctuate,the translationofour internationalrevenuesintoU.S.dollar-denominated operating results affectsthe period-
over-periodcomparability of such results andcan result in foreigncurrencyexchange gainsand losses.Furthermore,aportionofour
costsand expenses have been,and we anticipate will continue to be,denominated in foreigncurrencies, including theBritishpound
(“GBP”)and Euro.Ifthe valueofthe U.S. dollardepreciates significantlyagainst thesecurrenciesand our revenuestranslatedinto
U.S. dollars stay thesameordecrease, our costsasmeasured in U.S. dollars as apercent of our revenueswill correspondinglyincrease
andour marginswillsuffer. We have exposuretoforeign currencyexchange risk relatedtotransactions carried out in anycurrency
otherthanthe U.S. dollar, andinvestmentsinforeign subsidiaries with afunctionalcurrencyother than theU.S.dollar. See“Item
7AQuantitative andQualitativeDisclosures About Market Risk—Foreign CurrencyExchange Risk.”
Geopolitical andmacroeconomic events have caused,and maycont inue to cause,volatility in currencyexchange ratesbetween the
U.S. dollarand othercurrencies, such as theGBP andthe Euro.Tothe extent that theU.S.dollarstrengthens relativetoother
currenciessuchasthe GBP, thetranslation of our internationalrevenuesintoU.S.dollars will reduceour U.S. dollardenominated
operating results andwill affect theirperiod-over-periodcomparability.
Significant foreignexchange rate fluctuations,inthe caseofone currencyorcollectivelywith othercurrencies, couldmaterially
adverselyaffect our business, financialcondition andresults of operations.
We mayexperience operationaland financialrisks in connectionwithacquisitions.
We have made andmay continue to seek potentialacquisitioncandidatestoadd complementarycompanies,products or technologies.
Theidentificationofsuitableacquisitioncandidatescan be difficult, time-consumingand costly,and we maynot be able to
successfully complete identifiedacquisitions.Wemay experience operationaland financialrisks in connectionwithhistorical and
future acquisitions if we areunableto:
properlyvalue prospectiveacquisitions,especially thosewith limitedoperatinghistories;
accurately review acquisitioncandidates’ businesspractices againstapplicable laws andregulations and, whereapplicable,
implement properremediationcontrols,procedures,and policies;
successfully integratethe operations,aswellasthe accounting, financialcontrols,managementinformation, technology,
human resourcesand otheradministrativesystems,ofacquiredbusinesseswithour existingoperations andsystems;
44
overcomeculturalchallengesassociated with integratingemployees fromthe acquiredcompany into our organization;
successfully identifyand realizepotential synergiesamong acquiredand existing businesses;
fully identifypotential risksand liabilitiesassociatedwith acquiredbusinesses, including intellectualpropertyinfringement
claims,violations of laws,commercialdisputes,tax liabilities, litigationorother claims in connectionwiththe acquired
company, including claims fromterminatedemployees,formerstockholders or otherthird parties, andother knownand
unknownliabilities;
retain or hire senior management andother keypersonnelatacquiredbusinesses; and
successfully manage acquisition-relatedstrainonour management,operations andfinancial resources andthoseofthe
various brands in our portfolio.
Furthermore, we maynot be successful in addressing otherchallengesencountered in connectionwithour acquisitions.The
anticipated benefits of one or more of our acquisitions maynot be realized or thevalue of goodwilland otherintangibleassets
acquiredcouldbeimpactedbyone or more continuing unfavorable events or trends,which resultedinBadoo brandimpairmentin
2022 andcouldresultinfurther significantimpairmentcharges.Any acquisitions or otherstrategic transactions we announcecouldbe
viewed negativelybyusers,marketers,developers,orinvestors, whichmay adverselyaffect our businessorthe priceofour ClassA
commonstock.The occurrenceofany of theseeventscouldhaveamaterialadverseeffect on our business, financialcondition and
results of operations.
Additionally, theintegrationofacquisitions requires significant time andresources,and we maynot manage theseprocesses
successfully.Our ability to successfully integratecomplex acquisitions is unproven, particularly with respect to companiesthathave
significant operations or that developproducts with whichwedonot have priorexperience.Wemay make substantialinvestmentsof
resources to supportour acquisitions,whi ch wouldresultinsignificantongoing operatingexpenses andmay divert resourcesand
management attentionfromother areas of our business. We cannot assure you that theseinvestmentswill be successful.Ifwefailto
successfully integratethe companiesweacquire,wemay not realizethe benefits expected fromthe transactions andour businessmay
be harmed.
Item 1B.UnresolvedStaff Comments
None.
Item 1C.Cybersecurity
As requiredbyItem106 of Regulation S-K, thefollowing sets forthcertain informationregarding our cybersecurity strategy, risk
management andgovernance.
Risk management andstrategy
OurInformationSecurityManagementSystem(“ISMS”), thefoundationofour security framework,isdesignedtoprotect critical
assets (including our users’ personalinformation) andassess ,identify, manage andmitigatematerialrisks fromcybersecurity threats.
TheISMSisapplicable to allindividuals andthird partiesproviding services to theCompany andisinformedbymultiple industry-
recognizedstandardsand frameworks, including theInternationalOrganizationfor Standardization(“ISO”) standardsfor information
security management systems, theU.S.NationalInstituteofStandardsand Technology (“NIST”) Cybersecurity Framework, andthe
PaymentCardIndustry(“PCI”) Data Security Standard (“PCI-DSS”).Itleverages theguidanceofISO 27001 in itsdesignand
operation, with policiesintendedtoalign to therequirementsofISO 27001 andfollowthe technical guidanceofthe appropriate NIST
SP 800-53 Security andPrivacy Controls standardswhere applicable.Wereviewour security policiesand procedures at leastonce
annually, as well as in connectionwith significant enterprise-widechanges, such as technical or structural changesinour businessor
regulatorychanges, andour policycontentiscontinuously updatedtoaccount forashifting threat landscape andtoincorporate
emerging best practices.Weare aPCI-DSS Level1Merchant andare independently assessedagainst thePCI-DSS standard annually
by an external PCIQualifiedSecurity Assessor.
Pursuant to theISMS, we continuously monitorcybersecurity threatsand strive to preemptivelyidentifyvulnerabilities. Our
vulnerability management program operatesonmultiplelayersofvulnerability discovery,suchasthird-party software component
analysis,staticand dynamicsecurity testing, continuous infrastructurevulnerability scanning, cloud infrastructurescanning,
independent third-partypenetrationtesting, andapublic bug bountyscheme. Ourthreatdetectioncapabilitiesinclude automated24/7
detectionand alertingwith automatedresponseprotocols designedtosupportrapid analysis andenrichmentfor security analysts who
areguidedbyaformally documentedIncidentResponsePlaninthe eventofabreach, as more fully describedbelow.
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TheISMSalsoprovidesfor ongoing processes, toolsand methods to bolster our cybersecurity defenses.Weprovide training to allof
our employees,which includesannualinformation security awarenesseducation, deliveryofmonthlycybersecurity updates, and
simulatedphishingexercises.Wealsohostalive, third-partytabletopexerciseannually forinformationsecurity incident response for
keyindividuals,including senior management andother senior leadersofthe Company. Additionalsecurity features that we have in
place that areintendedtoprotect our systemsand data from cyber-attacksinclude:physical anddigital access controls,multifactor
authenticationfor domainsign-on, corporatemobile device management,and toolstodetect malicious emails andother suspicious
activity.
Finally, theISMSincorporates an Incident ResponsePlan, whichoutlinesthe procedures that we usetoinvestigateand respond to
cybersecurity events andalerts, an Incident ResponsePolicy, whichsetsout high-levelprinciplesand requirementsthatapplyto
cybersecurity incident response, andaBusiness Continuity Plan,which sets out high-levelsteps in protectingthe services,assetsand
employees of theCompany duringanevent that disruptsbusinesscontinuity.The Incident ResponsePlanincludesclearly defined
rolesand responsibilities, including guidancefor reportingupthe chaintoseniormanagementand, whereappropriate,tothe Audit
Committeeand theBoard.Itcomprises four high-levelphases: identificationand investigationofacybersecurity incident (including
suspected personaldatabreaches);containment to lessen anyongoing harm;eradicationofthe root cause;and, post-recovery,
supplementationofthe cybersecurity incident record with lessonslearned in ordertoimprove our incident responsecapabilities. The
Business Continuity Plan definesthe procedures to be followedifthere is acritical failurethatresults in operations at one of our
corporateoffices beingsuspended,aswellasthe procedures to be followed if thereisacritical failure of our services or underlying
hostinginfrastructurethatresults in significant degradationofaserviceprovided, with an aimtooperate at existingservice levels
throughout thedurationofthe incident.
When engaging third-party critical serviceproviders,weconductsecurity assessments before engagement andrequire them to
implement comprehensivecybersecurity practices consistent with applicable legalstandardsand industrybestpractices.Aspartof
such security assessment, we askthe third-partyservice providertocompleteaprivacy andsecurity questionnaire, through whichwe
can assess theservice provider’s security capabilitiesand maturity,and to provide us with evidence of penetrationtesting andreports.
To date,wedonot believe that anyrisks fromany cybersecurity threats, including as aresultofany previous cybersecurity incidents,
have materially affected or arereasonablylikelytomaterially affect us,including our business strategy, results of operations or
financialcondition. However, as discussedmorefully underPartI,“Item 1A—RiskFactors—RisksRelated to Information
Technology Systems,”the sophisticationofcyberthreats continuestoincrease, andthe preventativeactions we take to reducethe risk
of cybersecurity incidents andprotect our systemsand informationmay be insufficient. Accordingly, no matter how well designedor
implemented our controls are, we will not be able to anticipate allsecurity incidentsofthese types, andwemay not be able to
implement effectivepreventivemeasuresagainst such security incidentsinatimelymanner.
Governance
We have integrated theprocessofcybersecurity risk management,including oversight of theISMS, into our broaderriskmanagement
framework.The Boardhas broadoversight of risk management relatedtousand our businesswhile delegatingcertain specificrisk
oversight responsibilitiestoits committees.The Boardoversees our risk management activitiesthrough acombination of processes,
including direct engagement with management.The Boardhas determined that theAuditand Risk Committeeshall review our
compliance with legaland regulatoryrequirementsaswellasthe effectivenessofour risk management processes. As part of this
oversight,the Auditand Risk Committeereviews theguidelines,policies, andpractices that govern how senior management handles
our exposuretocyber- andprivacy-relatedrisks.
OurChief InformationSecurity Officer (“CISO”) providesquarterly updatestothe Auditand Risk Committee, as well as an annual
reporttothe Board, regardingarange of cybersecurity activitieswhile maintainingthe confidentiality,integrity,and availabilityof
information, including user informationunderour custody. Thereare also scheduled monthlymeetings where, among others,our
CISO,Head of Privacy andarepresentativeofthe Sponsor attend, in ordertodiscuss our cybersecurity program,including evaluating
theimplementationofadditionalcontrols,processes, policies, andprocedures,asappropriate,aswellasany notable security
incidents, if any. OurCISOjoinedthe Companyinthe role of ChiefInformationSecurity Officer almost four yearsago, andhas over
20 yearsofexperience in thefield of cybersecurity.Heissupportedbyand leadsour InformationSecurity team,which includes the
firstresponders to cybersecurity incidents.
Item 2. Properties
Ourcorporateheadquarters is located in leased office space in Austin,Texas andconsists of approximately 7,400 square feet.In
addition, we leasepropertieslocated outside of theUnitedStates, including office space in London, Barcelona andParis andwork
space in Mexico City,Mumbai, Sydneyand Berlin.
We also leaseanumberofoperations,datacenters andother facilities in severalstatesand in internationallocations.Our material data
centers include thoseinMiami, Prague,Frankfurtand Amsterdam. We believethatour facilities aregenerally adequate forour current
46
anticipated andfutureuse,although we mayfromtime to time leaseadditionalfacilitiesorvacateexistingfacilitiesasour operations
require.
Item 3. LegalProceedings
We aresubject to various legalproceedings,claims,and governmental inspections,audits or investigations arisingout of our business
whichcovermatters such as generalcommercial, consumer protection, governmental regulations,productliability,privacy,safety,
environmental, intellectualproperty, employmentand otheractions that areincidentaltoour business, including anumberof
trademarkproceedings,bothoffensiveand defensive, regardingthe BUMBLE, BADOO andFRUITZmarks.These matters are
subject to inherent uncertaintiesand it is possiblethatanunfavorable outcome of one or more of theselegal proceedings or other
contingenciescouldhaveamaterial impactonthe business, financialcondition, or resultsofoperations of theCompany.
LitigationRelated to theIllinoisBiometric InformationPrivacy Act(the“BIPA”)
In late 2021 andearly 2022, four putativeclass actionlawsuits were filedagainst theCompany alleging that certain features of the
Badoo or Bumble apps violatethe BIPA.Each of theselawsuitsallege that theapps used facial geometry scansinviolation of BIPA’s
authorization, consent, anddataretentionpolicyprovisions.Plaintiffs in theselawsuitsseekstatutory damages, compensatory
damages, attorneys’ fees,injunctiverelief, and(in one action) punitivedamages.The partiesinsomeofthese lawsuits have filed
motions with thecourtonprocedural issues andsomeofthe lawsuits have been narrowed. Thepartieshaveengagedinpreliminary
settlement discussions andanagreement in principlehas been reached.Anaccrualhas been made basedonthe probableand estimable
loss. In February 2024, an additionalclass actionlawsuit wasfiled in Illinoisallegingthatcertain features of Bumble appviolates
BIPA.Thiscaseisearly stageand theCompany cannot predictatthispoint thelengthoftime that this matter will be ongoing, the
outcome or theliability,ifany, whichmay arisetherefrom.
In August2023, theCompany receivedover17,000 pre-arbitrationdemands regardingBumble’sallegedviolationofBIPA. The
Companyisevaluatingthe demands andcannot predictatthispoint thelengthoftime that thesematters will be ongoing, their
outcome or theliability,ifany, whichmay arisetherefrom.
Proceedings Relatedtothe September2021 SecondaryPublic StockOffering(the“SPO”)
Sixshareholder derivativecomplaintshavebeenfiledinthe UnitedStatesDistrictCourtfor theSouthern District of NewYork,
UnitedState sDistrictCourtfor theDistrictofDelawareand Delaware CourtofChanceryagainst theCompany andcertain directors
andofficers assertingclaimsunderthe U.S. federalsecuritieslawsthatthe RegistrationStatement andprospectususedfor theSPO
containedfalse andmisleadingstatementsoromissions by failing to disclose certain informationconcerning Bumble andBadoo app
paying usersand relatedtrendsand issues with theBadoo apppayment platform,and that as aresultofthe foregoing, Bumble’s
businessmetrics andfinancial prospectswerenot as strong as representedinthe SPO RegistrationStatement andprospectus. The
Glover-Mottshareholderderivativecomplaint wasfil ed in April2022 in federalcourt. TheMichael Schirano shareholderderivative
complaintwas filedinMay 2023 in federalcourt. TheUnitedStatesDistrictCourtfor theDistrictofDelawareordered thetwo actions
consolidated in August2023 underthe captionInReBumbleInc.StockholderDerivativeLitigation. An amendedconsolidated
complaintwas filedinAugust2023 alleging violations of Section14(a) of theExchange Act, Section10(b) of theExchange Actand
Rule 10b-5promulgated thereunder, andSection 29(b) of theExchange Act, as well as forbreach of fiduciary duty, waste, andunjust
enrichment against, amongothers, management,our BoardofDirectors andBlackstone.The complaintseeksunspecified damages;
rescission of certainemploymentagreements between theindividualdefendantsand theCompany, disgorgement fromdefendantsof
anyimproperlyorunjustly obtainedprofits or benefits;anaward of costsand disbursements, includi ng reasonableattorneys’ fees;
punitive damages; pre- andpost-judgmentinterest, andthatthe Companybedirected to take actiontoreformits corporategovernance
andinternalprocedures.
Twofederal courtshareholder derivativecomplaintswerevoluntarily dismissedinJuly2023.
In January 2023 andFebruary2023, purportedshareholdersAlberto Sanchezand City of Vero BeachPoliceOfficers’Retirement
TrustFund, respectively, filedshareholderderivativecomplaintsinthe Delaware CourtofChancery. In March2023, theDelaware
CourtofChanceryconsolidated thoseactions underthe captionInreBumbleInc.StockholderDerivativeLitigation. In April2023,
theconsolidated actionplaintiffs filedaconsolidated complaintthatassertsclaims forbreach of fiduciary dutyand unjustenrichment
against, among others,management, our BoardofDirectors,and Blackstone.The complaintseeksunspecified damages; afinding that
theindividualdefendantsbreached theirfiduciary duties; disgorgement fromdefendantsofany unjustlyobtainedprofits or benefits;
andanaward of costsand disbursement,including attorneys’ fees,accountants’fees, andexperts’ fees.InOctober2023, thecourt
denied defendants’ motiontodismissthe consolidated complaint.
In August2023, Bumble received litigationdemands from(i) counsel representingthe purportedBumbleshareholderwho filedthe
voluntarilydismissedWilliamB.FedermanIrrevocable Trustderivativeactioninthe U.S. District Courtfor theDistrictofDelaware
and(ii)counsel representingthe purportedBumbleshareholderwho filedthe voluntarily dismissedDanaMessana derivativeactionin
theU.S.DistrictCourtfor theDistrictofDelaware. Both litigationdemands aredirected to theBumbleBoard andcontains factual
allegations involving theSeptember 2021 SPOthatare generally consistent with thoseinthe derivative litigationfiledinstate and
federalcourt. Theletters demand,among otherthings,thatBumble’sBoard undertakeaninde pendent investigationintoallegedlegal
47
violations,and that Bumble commenceacivil actiontopursuerelated claims againstany individuals whoallegedly harmed Bumble.
In November 2023, Bumble formed aSpecial LitigationCommittee(“SLC”) to investigatethe claims at-issueinthe In Re Bumble
Inc. StockholderDerivativeLitigationpending in theUnitedStatesDistrictCourtfor theDistrictofDelawareand Delaware Courtof
Chancery, as well as theWilliamB.FedermanIrrevocable Trustand Dana Messana litigationdemands.InJanuary 2024, the
Delaware CourtofChanceryentered an orderstaying thelitigationfor 180 days while theSLC investigationisongoing, andthe
UnitedState sDistrictCourtfor theDistrictofDelawareso-orderedastipulationsimilarlystaying thelitigationuntil July 15, 2024
while theSLC investigationisongoing. Management is unabletodeterminearange of potentiallossesthatisreasonablypossibleof
occurring.
TheCompany hasalsoreceivedaninquiry fromthe SECrelatingtothe disclosuresatissue in theSPO classactioncomplaint.The
Companycannotpredict at this point thelengthoftimethatthese matters will be ongoing, theiroutcome or theliability,ifany, which
mayarise therefrom.
Proceedings Relatedtothe CaliforniaUnruh CivilRightsAct
Between June 2023 andAugust2023, theCompany received over20,000 pre-arbitrationdemands or demands forarbitration
regardingBumble’sallegedviolation of California’sUnruh CivilRightsAct as aresultofits “women message first” feature. We
agreed to enterintomediations and, as aresult, thearbitrations were stayed pending resolutionofthe mediations.The mediations
concludedsuccessfully,and theCompany hasmade, or is negotiatingthe termspursuanttowhich it anticipates making, settlement
offers to each of theindividualclaimants basedonthe outcomesofthe mediations.Although theCompany expectsthatmost
claimantswill acceptthe settlement offers andthatmostdemands will be withdrawnand dismissed, certain claimantswho reject the
settlement offers maycontinue to prosecute theirdemands.The Companycannot predictatthistime thenumberofclaimants whowill
continue to prosecute theirdemands andthus cannot predictatthistime theoutcome or liabilitythatmay result fromany such
continuedarbitrations.For theyearendedDecember31, 2023, we recorded approximately $20.3 millionincosts in connectionwith
theaforementionedmatters.
As of December31, 2023, management hasassessedthatprovisions of $65.8 million areour best estimate of anyprobablefuture
obligation, including legalcosts incurred to date andexpected to be incurreduptocompletion, forthe ongoing litigations.This
provision includesamountsaccruedinconnectionwiththe litigationrelated to theBIPAand mass arbitrations describedabove.
Foradditionalinformation, refer to Note 19, Commitments and Contingencies,within theauditedconsolidated financialstatements
includedin“Item 8FinancialStatementsand Supplementary Data”inthisAnnualReport.
Item 4. Mine Safety Disclosures
Notapplicable.
48
PART II
Item 5. Market forRegistrant’s CommonEquity, RelatedStockholder Matters andIssuerPurchases of Equity Securities
Market Information
OurClass Acommonstock begantrading on theNasdaqGlobalSelect Market underthe symbol “BMBL” on February 11, 2021.
Priortothatdate, therewas no public tradingmarketfor our ClassAcommonstock.
Thereisnoestablishedpublic tradingmarketfor our ClassBcommon stock.
Holders of Record
As of January 31, 2024, therewere63registeredholders of our ClassAcommonstock and20registeredholders of our ClassB
commonstock.Because many of our shares of ClassAcommon stockare held by brokers andother institutions on behalf of
stockholders,weare unabletoestimatethe totalnumberofstockholders representedbythese record holders.
Dividend Policy
Thedeclaration, amount andpayment of anyfuturedividends on shares of our capitalstock will be at thesolediscretionofour Board
of Directorsand we mayreduceordiscontinue entirelythe paymentofsuchdividends at anytime. OurBoard of Directorsmay take
into account generaland economic conditions,our financialcondition andoperating results, our availablecashand current and
anticipated cash needs, capitalrequirements, contractual, legal, taxand regulatoryrestrictions andimplications on thepayment of
dividends by us to our stockholders or by our subsidiaries to us,and such otherfactors as our BoardofDirectorsmay deem relevant.
RecentSales of UnregisteredSecurities
None.
Issuer Purchases of Equity Securities
In May2023, we announced that our BoardofDirectorshad approvedasharerepurchaseprogram of up to $150.0 millionofour
outstanding ClassAcommon stock. On November 7, 2023, theCompany announced an increaseinthe sharerepurchaseprogram
authorized amount from$150.0 millionto$300.0 million. In December 2023, theCompany andBumbl eHoldings enteredintoan
agreementwith Blackstone in aprivate transactionunderthe Company’sexistingshare repurchaseprogram,whereby theCompany
agreed to repurchase4.0 millionsharesofits ClassAcommonstock beneficially ownedbyBlackstone andBumbleHoldings agreed
to repurchasefromBlackstone 3.2millionCommonUnits,which areexchangeable forsharesofClass Acommonstock on aone-for-
one basis, foranaggregatepurchaseprice of $100 million. Theprogram had$143 millionremaining as of December31, 2023. Share
repurchases underthe program will be made on adiscretionary basisfromtimetotime, subject to generalbusinessand market
conditions andother investment opportunities, through openmarketpurchases,privately negotiatedtransactions in compliancewith
Rule 10b-18 underthe Exchange Actorother means, including through Rule 10b5-1trading plans. Theshare repurchaseprogram
doesnot have an expiration date andmay be suspendedordiscontinuedatany time.
49
Thefollowing tablesetsforth purchasesbythe Companyofits ClassAcommon stockduringthe year endedDecember31, 2023
underthispublicly announced sharerepurchaseprogram.
Period
(a)
Total
Number of
Shares
Purchased
(b)
Average PricePaid
PerShare
(1)
(c)
TotalNumberofShares
Purchased as Part of
Publicly Announced
PlansorPrograms
(d)
MaximumApproximate
DollarValue of Shares
That MayYet Be
Purchased Under
Publicly Announced
PlansorPrograms
(2)
October1-October31,
2023
$
$ 129,110,016
November 1-November
30, 2023
2,500,000 14.45 2,500,000 242,980,726
December1-December
31, 2023
(3)
7,204,247 13.90 7,204,247 142,860,371
Total 9,704,247 $ 14.04 9,704,247 $ 142,860,371
(1)Average pricepaidper shareincludescosts associated with therepurchases (i.e.brokercommissions,etc.).
(2)Representsthe approximate dollarvalue of shares of ClassAcommonstock that remained availablefor repurchaseasof
December31, 2023.
(3)Includes3,192,146 Common Units, whichare exchangeable forsharesofClass Acommonstock on aone-for-one basis,
repurchased fromBlackstone by Bumble Holdings.
PerformanceGraph
Thefollowing performance graphshall not be deemed soliciting material or to be filedwiththe SECfor purposes of Section18ofthe
Exchange Act, nor shallsuchinformationbeincorporated by referenceintoany of our otherfilings underthe Exchange Actorthe
Securities Act.
Thegraph belowcomparesthe cumulative totalstockholderreturnonour ClassAcommonstock with thecumulativetotal return on
theNasdaqCompositeIndexand theNasdaqCTA Internet Index. Thegraph assumesaninitialinvestment of $100 in our common
stockatthe market closeonFebruary11, 2021, whichwas our initialtrading day. Data forthe Nasdaq Composite Indexand the
Nasdaq CTAInternetIndex assume an initialinvestment of $100 at market closeonFebruary11, 2021 andthe reinvestment of
dividends.
50
Thecomparisons in thegraph beloware basedupon historical data andare not indicativeof, nor intendedtoforecast, future
performance of our ClassAcommonstock.
Item 6. Reserved
51
Item 7. Management’s Discussion andAnalysisofFinancial Condition andResults of Operations
Youshouldreadthe followingdiscussion and analysis of thefinancialconditionand results of operations of Bumble Inc. in
conjunction with our consolidated financialstatementsand therelated notes includedinPartII, “Item8FinancialStatementsand
Supplementary Data”ofthisAnnual ReportonForm10-K. This discussion contains forward-lookingstatementsthat involverisks and
uncertainties about our businessand operations.Our actual results coulddiffermaterially from thosediscussed in theforward-
lookingstatements. Factorsthat couldcauseorcontributetothese differences include without limitationthosediscussed in this
Management’s Discussion and Analysis of FinancialCondition and Results of Operations and thoseidentifiedinPartI,“Item 1A
Risk Factors.”
Overview
We provide onlinedatingand social netw orking applications through freesubscriptionand in-app purchases of products servicing
NorthAmerica,Europe andvarious othercountries around theworld.In2023, Bumble operatedfiveapps,Bumble, Bumble For
Friends,Badoo, Fruitz andOfficial.Bumbleapp, launchedin2014, is one of thefirst datingapps built with womenatthe center,
wherewomen make thefirst move.Bumbleapp is aleader in theonlinedatingsectoracrossseveral countries,including theUnited
States,the United Kingdom,Australia andCanada. Badoo app, launchedin2006, wasone of thepioneersofweb andmobile free-to-
usedatingproducts.Badoo app’sfocus is to make finding meaningful connections easy,fun andaccessiblefor amainstreamglobal
audience.Badoo appcontinuestobeamarketleader in Europe andLatin America. In January 2022, we acquiredFruitz,anintentions-
driven dating appfocused on GenZ,operatinginEMEAand Canada.InApril 2023, we acquiredOfficial,anapp that is intendedto
help couples build healthyand lastinghabitsintheir romantic relationships.Buildingonthe BFFmode in Bumble app, in July 2023
we officially launchedastandalone Bumble ForFriends app. Bumble ForFriends appisafriendshipapp wherepeopleinall stages of
lifecan meet peoplenearby andcreatemeaningful platonicconnections.
OverviewofFinancial Results
Forthe yearsendedDecember31, 2023, 2022 and2021, we generated:
TotalRevenue of $1,051.8 million, $903.5 millionand $760.9 million, respectively;
Bumble AppRevenue of $844.8 million, $694.3 millionand $528.6 million, respectively;
Badoo Appand OtherRevenue of $207.1 million, $209.2 millionand $232.3 million, respectively;
NetEarnings (Loss) of $(1.9) million, $(114.1) millionand $281.7 million, respectively, representingNet Earnings (Loss)
Marginsof(0.2)%, (12.6)%and 37.0%,respectively;
Adjusted EBITDA of $275.6million, $226.9 millionand $207.2 million, respectively, representingAdjustedEBITDA
Marginsof26.2%,25.1% and27.2%,respectively;
Netcashprovidedbyoperatingactivitiesof$182.1 million, $132.9 millionand $104.8 million, respectively, andOperating
Cash Flow Conversionof*,(116.5)%and 37.2%,respectively; and
Free Cash Flow of $167.2 million, $116.6 million and$91.2 million, respectively, representingFreeCashFlowConversion
of 60.7%,51.4% and44.0%,respectively.
*Not meaningful
ForareconciliationofAdjustedEBITDA, Adjusted EBITDA margin,FreeCashFlowand Free Cash Flow Conversion, whichare all
non-GAAPmeasures, to themostdirectlycomparableGAAPfinancial measures,informationabout whyweconsider Adjusted
EBITDA, Adjusted EBITDA margin,freecashflowand free cashflowconversionusefuland adiscussionofthe material risksand
limitations of thesemeasures,pleasesee “—Non-GAAP FinancialMeasures.”
KeyOperating Metrics
We regularly review anumberofmetrics,including thefollowing keyoperatingmetrics,toevaluateour business, measureour
performance,identifytrendsinour business, preparefinancial projections andmakestrategic decisions.Webelieve theseoperational
measures areusefulinevaluatingour performance,inaddition to our financialresults prepared in accordance with GAAP.Refer to the
section“CertainDefinitions”atthe beginning of this AnnualReportfor thedefinitions of our KeyOperatingMetrics.
52
Thefollowing metricswerecalculatedexcluding paying usersand revenue generatedfromOfficial,advertisingand partnerships or
affiliates and, forperiods priortothe fourth quarter of 2023, excluding paying usersand revenue generatedfromFruitz.Beginning in
thefourth quarter of 2023, paying usersand revenue generatedfromFruitz areincludedinour keyoperatingmetrics.Prior period
informationand keyoperating metricshavenot been recast to include paying usersand revenue generatedfromFruitz.
(inthousands,exceptARPPU)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
KeyOperatingMetrics
Bumble AppPayingUsers 2,517.4 2,002.2 1,499.8
Badoo Appand OtherPayingUsers 1,203.3 1,179.7 1,394.1
TotalPayingUsers 3,720.7 3,181.9 2,893.9
Bumble AppAverage Revenue perPayingUser $ 27.97 $ 28.90 $ 29.37
Badoo Appand OtherAverage Revenueper Paying User $ 12.70 $ 13.06 $ 13.13
TotalAverage Revenue perPayingUser $ 23.03 $ 23.03 $ 21.55
KeyFactors Affectingour Performance
Ourresults of operations andfinancial conditionhavebeen,and will continue to be,affected by anumberoffactorsthatpresent
significant opportunitiesfor us but also poserisks andchallenges, including thosediscussed belowand elsewhereinthisAnnual
ReportonForm10-K, particularly in Part I, “Item1A—Risk Factors.”
Growth in Monetization
Ourapps monetizevia afreemiummodelwhere theuse of our serviceisfreeand asubset of our userspay forsubscriptions or in-app
purchases to accesspremiumfeatures.Weacquire newusers through investmentsinmarketingand brandaswellasthrough word of
mouthfromexistingusers andothers. We convert theseusers to Paying Usersbyintroducingpremiumfeatureswhich maximize the
probability of developing meaningful connections andimproving theirexperience.
Ourrevenue growth primarily depends on Paying Usersand ARPPU.Wecontinually developnew monetizationfeatures andimprove
existingfeaturesinorder to increaseadoptionofin-apppurchases andour subscriptionprogramsstrikingabalancebetween the
numberofPayingUsers andARPPU.Wealsotestnew pricingstrategies, including different pricingtiers andusersegmentationand
sharethoseinsightsacrossour apps to optimizemonetization.
While we seeopportunity forgrowthinour core onlinedatingmarketdrivenbythe steadygrowthofthe globalsingles population,
increasing adoptionofonlinedatingbothinthe UnitedStatesand globally andincreasingpropensity to payfor onlinedating, we may
also face challengesincreasingour Paying Users. Thesechallengesmay include theprevailingglobaleconomic climate,competition
fromalt ernativeproducts,lackofappealingproductfeatures, enforcementofrestrictivepayment policiesfromin-apppayment
systemsprovidedbyAppleand Google, andslowerrates of growth in theonlinedatingmarket.
Many variableswillimpactour ARPPU, including thenumberofPayingUsers andmix of monetizationofferings on our platform,as
well as theeffect of demographicshiftsand geographicdifferences on allofthese variables. Ourpricing is in localcurrencyand may
vary betweenmarkets.Asforeign currencyexchange rateschange,translation of thestatementsofoperations into U.S. dollars could
negatively impactrevenue anddistort year-over-year comparability of operatingresults.
To theextentour ARPPU growth slows, our revenue growth will become increasinglydependent on our ability to increase ourPaying
Users.
Expansion into NewGeographic Markets
We arefocused on growingour platform globally,including through entering newmarkets andinvestinginunder-penetratedmarkets.
As we introduceBumbleapp to newmarkets throughout Europe,Asia, andLatin Americawecan leverage thelocal insights, scale,
andinfrastructureofBadoo app’sexistingglobalfootprinttoefficiently enternew markets. Badoo appcan also leverage Bumble’s
marketingexpertiseand strength in NorthAmerica to supportgrowthinthatmarket.
Expanding into newgeographies will require increasedcosts relatedtomarketing, as well as localizationofproductfeaturesand
services.Potential riskstoour expansionintonew geographies will include competitionand compliancewithforeign laws and
regulations.
53
As we expand into certainnew geographies,wemay seeanincreaseinusers whoprefertoaccesspremiumfeatures through our in-
apppurchaseoptions rather than through our subscriptionpackages whichcouldimpactour ARPPU. We mayalsosee alower
propensity to payasweenter certainnew markets.
InvestinginGrowthWhile DrivingLong-Term Profitability
Ourmission-driven strategy ensuresthatvaluesguide our businessdecisions andour businessperformance enablesustodrive impact
through investment in technology, marketingand productinnovation, balancinggrowthwithlong-term margins.
We expect to continue to invest in technology, marketingand productinnovationtodrive growth whileimproving marginsoverthe
long term.Key investment areasfor our platform include artificial intelligence capabilities, including improving our matching and
contentmoderatio ntechnologies;featuresthatenhance trustand safety on our platform;new offerings that enhanceuserengagement
andretention; marketing, andpersonalizationcapabilities;and newsubscriptionand consumable offerings to driveincremental value
to Paying Users.
Attracting andRetaining Talent
Ourbusinessreliesonour ability to attract andretainour talent,including engineers, data scientists,productdesigners andproduct
developers.Webelieve that peoplewanttoworkatacompanythathas purposeand aligns with theirpersonalvalues, andtherefore
our ability to recruittalentisaided by our mission andbrand reputation. We competefor talent within thetechnology industry.
Seasonality
We experience seasonality in user growth,userengagement,PayingUsergrowth, andmonetizationonour platform.Historically,we
have seen an increaseinall of thesemetrics in January due in part to seasonaldemandinthe lead up to Valentine’sDay,and during
theNorthernHemisphere summer. Generally, our highest performingmonths forusergrowthand user engagement areduringthe first
andthird quartersofthe fiscal year,and our highest performingmonths forTotal Paying Usersare in thethird andfourth quartersof
thefiscalyear.
Macroeconomic Condit ions
Theprevailing globaleconomic climate,the conflicts in EasternEurope andthe MiddleEast, andother macroeconomic conditions,
including but not limitedtoslowergrowthoreconomic recession, changestofiscal andmonetary policy, andexchange rate
fluctuations have adverselyaffected andmay continue to adverselyimpact our businessasconsumersface greaterpressure on
disposable income.The increaseininterestrates by theFederal Reserveand overall market conditions ledtosignificantstrengthening
of theU.S.dollaragainst otherglobalcurrenciesin2022. Throughout 2023, theU.S.dollarexperienced volatility,which stabilized in
thefourth quarter.Astrong U.S. dollarhas impactedand mayimpact our revenue andearnings in thefuture. We continuously monitor
thedirectand indirect impactsofthese circumstances on our businessand financialresults.
Foradditionalinformation, see“Item 1ARisk Factors—GeneralRiskFactors—We areexposed to changesinthe global
macroeconomic environmentbeyond our control, whichmay adverselyaffect consumer discretionary spending, demand forour
products andservices,our expenses andour ability to execute strategicplans.”
Transformation Plan
On February 27, 2024, we announced that theCompany intends to reduceits globalworkforce by approximately 350 rolestobetter
alignour operatingmodelwithfuturestrategic priorities andtodrive strongeroperatingleverage. As aresult, we expect to incur
approximately $20 millionto$25 millionofnon-recurring charges, consistingprimarily of employeeseverance, benefits,and related
chargesfor impacted employees.
FactorsAffectingthe ComparabilityofOur ResultsofOperations
As aresultofanumberoffactors,our historical results of operations maynot be comparable fromperiodtoperiodorgoing forward.
Setforth belowisabriefdiscussionofthe keyfactorsimpactingthe comparability of ourresults of operations.
InitialPublicOffering andOffering Transactions
On February 10, 2021, our registration statementonFormS-1 relatingtoour initialpublic offering (“IPO”)was declared effectiveby
theSEC,and ourClass Acommonstock begantrading on theNASDAQonFebruary11, 2021. OurIPO closed on February 16, 2021.
Foradditionalinformation, seeNote1,Organizationand BasisofPreparation, to our consolidated financialstatementsincludedin
Part II, “Item 8—Financial Statements andSupplementary Data”ofthisAnnualReportonForm10-K.
54
Bumble Inc. issued andsold57.5million shares of its ClassAcommonstock in theIPO,including 7.5 millionsharessoldpursuantto
theexerciseinfullbythe underwriters of theiroptiontopurchaseadditionalshares. Bumble Inc. used theproceeds(netof
underwritingdiscounts) fromthe issuance of 9millionshares($369.6 million) to acquire an equivalent numberofnewly-issued
CommonUnits fromBumbleHoldings,which Bumble Holdings used to repayoutstandi ng indebtedness underour Term Loan Facility
totaling approximately $200.0 millioninaggregate principalamount andapproximately $148.3 millionfor generalcorporatepurposes,
andtobearall of theexpensesofthe IPO. Bumble Inc. used theproceeds(netofunderwriting discounts) fromthe issuance of 48.5
millionshares($1,991.6 million) to purchaseorredeemanequivalent aggregatenumberofsharesofClass Acommonstock and
CommonUnits fromour pre-IPOowners. We refertothe foregoing transactions as the“Offering Transactions”.
SecondaryOfferings
On September15, 2021, theCompany completedasecondary offering of 20.7 million shares of ClassAcommonstock on behalf of
certain sellingstockholders affiliatedwith Blackstone (the "Blackstone SellingStockholders") at aprice of $54.00 pershare.This
transactionresultedinthe issuance of 9.2 millionClass Asharesofcommonstock forthe period endedSeptember 30, 2021, which
were issued in exchange forCommonUnits held by thesellingstockholders.
On March8,2023, theCompany completedasecondary offering of 13.75 millionsharesofClass Acommonstock on behalf of the
Blackstone SellingStockholders andthe Founderatapriceof$22.80 pershare.Thistransactionresultedinthe issuance of 7.2 million
ClassAshares of commonstock forthe period endedMarch 31, 2023, whichwereissued in exchange forCommonUnits held by the
sellingstockholders.
Bumble didnot sell anysharesofClass Acommonstock in theseofferings anddid not receiveany of theproceedsfromthe sales.
Bumble paid thecosts associated with thesales of shares by thesellingstockholders,net of theunderwriting discounts.
ReorganizationTransactions
Priortothe completionofthe IPO, we undertook certain reorganizationtransactions (the “ReorganizationTransactions”) such that
Bumble Inc. is now aholding company, andits sole material assetisacontrollingequity interest in Bumble Holdings.Asthe general
partnerofBumbleHoldings,BumbleInc.now operatesand controls allofthe businessand affairsofBumbleHoldings,has the
obligationtoabsorblossesand receive benefits fromBumbleHoldings and, through Bumble Holdings andits subsidiaries,conducts
our business. TheReorganizationTransactions were accounted forasareorganizationofentitiesundercommoncontrol. As aresult,
theconsolidated financialstatementsofBumbleInc.willrecognize theassets andliabilitiesreceivedinthe Reorganization
Transactions at theirhistorical carrying amounts, as reflectedinthe historical financialstatementsofBumbleHoldings,the accounting
predecessor.BumbleInc.will consolidateBumbleHoldings on itsconsolidated financialstatementsand record anon-controlling
interest,related to theCommonUnits andthe IncentiveUnits held by our pre-IPOowners, on itsconsolidated balancesheetsand
statements of operations.
Bumble Inc. is acorporationfor U.S. federaland stateincometax purposes.BumbleInc.’saccountingpredecessor, Bumble Holdings,
is andhas been sincethe Sponsor Acquisition, treatedasaflow-through entity forU.S.federal income taxpurposes,and as such,has
generallynot been subjecttoU.S.federal income taxatthe entity level. Accordingly, thehistoricalresults of operations andother
financialinformation setforth in this AnnualReportdonot includeany material provisions forU.S.federal income taxfor theperiod
priortoour IPO. Following our IPO, Bumble Inc. pays U.S. federaland stateincometaxes as acorporationonits shareofBumble
Holdings’taxable income.
In connectionwith theReorganizationTransactions andour IPO, we enteredintoataxreceivableagreementwith certainofour pre-
IPOownersthatprovidesfor thepayment by theCompany to such pre-IPOownersof85% of thebenefits that theCompany realizes,
or is deemed to realize, as aresultofthe Company’sallocable shareofexistingtax basisacquiredinour IPO, increases in our shareof
existingtax basisand adjustmentstothe taxbasis of theassets of Bumble Holdings as aresultofsales or exchangesofCommonUnits
(including CommonUnits issued upon conversionofvestedIncentiveUnits), andour utilizationofcertain taxattributes of the
BlockerCompanies (including theBlocker Companies’ allocableshare of existing taxbasis) andcertain othertax benefits relatedto
entering into thetax receivableagreement.
Foradditionalinformation, see“Item 1ARisk Factors—Bumble Inc. will be requiredtopay certainofour pre-IPOownersfor most
of thebenefits relating to taxdepreciationoramortizationdeductions that we mayclaim as aresultofBumbleInc.’sallocable shareof
existingtax basisacquiredinthe IPO, Bumble Inc.’s increase in its allocable shareofexistingtax basisand anticipatedtax basis
adjustmentswereceive in connectionwithsales or exchangesofCommonUnits (including Common Unitsissuedupon conversionof
vested IncentiveUnits)inconnectionwith or afterthe IPOand our utilizationofcertain taxattributes of theBlocker Companies.” and
“Item1ARisk Factors—In certain cases, payments underthe taxreceivableagreementmay be accelerated and/or significantly
exceedthe actualbenefits Bumble Inc. realizes in respect of thetax attributes subject to thetax receivableagreement.”
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Foradditionalinformation, seeNote5,PayabletoRelated PartiesPursuant to aTax ReceivableAgreement, to our consolidated
financialstatementsincludedinPartII, “Item8–Financial Statements andSupplementary Data”ofthisAnnualReportonForm10-
K.
We have determined that it is more likelythannot that we will be unabletorealizecertain taxbenefits that were receivedin
connectionwith theReorganizationTransactions andour IPO. As aresultofthisdetermination, we have not recorded thebenefit of
thesedeferredtax assets as of December31, 2023. TheCompany is entitledtocertain depreciationand amortizationdeductions as a
result of itsallocable shareofexistingtax basisacquiredinthe IPOand increases in its allocable shareofexistingbasis and
adjustmentstothe taxbasis of theassets of Bumble Holdings as aresultofsales or exchangesinconnectionwiththe IPO. Thereis
significant existingtax basisinthe assets of Bumble Holdings as aresultofthe Sponsor Acquisition. Basedoncurrent projections,we
anticipatehavingsufficienttaxable income to be able to realizethese taxbenefitsand have recorded aliability of $430.2 million
associated with thetax receivableagreementrelated to th esebenefits,ofwhich $22.8 millionisincludedin“Accruedexpense and
othercurrent liabilities”.The ability of thedeferredtax assets to be realized is evaluatedbased on allpositive andnegativeevidence,
including future reversalsofexistingtaxable temporarydifferences,projected future taxableincome, taxplanning strategies andrecent
results of operations.Wewill assess theability of thedeferredtax assets to be realized at each reporting period, andachange in our
estimate of our liability associated with thetax receivableagreement mayresultasadditionalinformationbecomesavailable,
including results of operations in future periods.Duringthe year endedDecember31, 2023, our taxreceivableagreementliability
increasedbyanet$35.9 milliondue to thefollowing: (1)a$31.4 millionincreasefor theeffectsofthe March2023 secondary offering
of 13.75 millionsharesofClass Acommonstock on behalf of theBlackstone SellingStockholders andthe Founder, (2)a$2.6 million
increase foreffectsofthe December 2023 repurchaseof3.2 millionCommonUnits in Bumble Holdings fromBlackstone entities, (3)
a$10.8 millionincreaserelated to therelease of avaluation allowanceoncertain taxattributes and(4) an $8.9 milliondecreasedue to
thetax receivableagreementpaymentsmadeduringthe year endedDecember31, 2023.
EmployeeEquity Plans
In connectionwith theReorganizationTransactions andour IPO, we undertook anumberofmodifications to existingemployeeequity
planssuchthatawardsunderthe FounderPlan, U.S. Plan,and Non-U.S. Plan were reclassified as follows:
TheTim e-Vestingand Exit-VestingClass BUnits in Bumble Holdings underthe FounderPlanand grantedtoSenior
Management underthe U.S. Planwerereclassified to vested IncentiveUnits (inthe caseofVestedClass BUnits)and
unvested IncentiveUnits (inthe caseofunvested ClassBUnits)inBumbleHoldings.
TheTime-Vestingand Exit-VestingClass BUnits in Bumble Holdings (other than thosegranted to senior management)
were reclassified to ClassAcommonstock (inthe caseofvestedClass BUnits)and restricted shares of ClassAcommon
stock(in thecaseofunvested ClassBUnits)inBumbleInc.
TheTime-Vestingand Exit-VestingPhantom ClassBUnits in Bumble Holdings were reclassified into vested RSUs (in
thecaseofvestedClass BPhantom Units)and unvested RSUs (inthe caseofunvested ClassBPhantomUnits)inBumble
Inc. As themodificationresultedinachange from liability-settledtoequity-settled,the RSUs were fair valued at thedate
of theIPO.
In allcases of respectivereclassifications,the Post-IPOawardsretainedthe same termsand conditions (including applicable vesting
requirements). Each Post-IPOaward wasconverted to reflect the$43.00 shareprice contemplated in theCompany’sIPO while
retainingthe same economic valueinthe Company.
In connectionwith theIPO,weadopted the2021 OmnibusIncentivePlan(the“2021 Omnibus Plan”),which becameeffectiveonthe
date immediatelyprior to theeffectivedateofthe IPO. Underthe 2021 Omnibus Plan,wegranted equity awards as follows:
Stockoptions with theunderlyingequity beingsharesofthe Company’sClass Acommonstock.These stockoptions are
inclusiveofbothTime-Vesting stockoptions andExit-Vestingstock options.
Time-Vesting Restricted StockUnits with theunde rlying equity beingsharesofthe Company’sClass Acommonstock.
Shares of ClassAcommonstock issuable in exchange foranequivalent numberofCommonUnits in Bumble Holdings to
be received upon theconversionofvestedTime-Vesting andExit-VestingIncentiveUnits in Bumble Holdings.
At theIPO date,weconcludedthatour public offering representedaqualifyingliquidity eventthatwouldcause theExit-Vesting
awards’performance conditions to be probable. As such,westarted to recognize stock-basedcompensationexpensefor theExit-
Vestingawards. On July 15, 2022, theExit-Vestingawards, with vestingbased on certain performance conditions,weremodifiedto
also provide fortime-based vestingin36equalinstallmentsand we begantorecognize incrementalstock-based compensation
associated with themodificationofthese awards. During theyearsendedDecember31, 2023, 2022 and2021, we recognized
56
compensation cost relatedtoExit-Vestingawardsof$13.2 millionand $31.3 millionand $26.3 million, respectively, whichincludes
themodificationofthese awards in fiscal year 2022.
Foradditionalinformation, seeNote15, Stock-based Compensation, to our consolidated financialstatementsincludedinPartII, “Item
8–Financial Statements andSupplementary Data”ofthisAnnualReportonForm10-K.
Statements of OperationsReclassification
Beginning on January 1, 2023, we reclassified certainemployeeand non-employeerelated expenses,including stock-based
compensation, that supportengineering, data design andproductmanagement, as well as maintenanceand supportcosts for
technology infrastructure, in theConsolidated Statements of Operations to alignwithoperationalfunctions.Toconformtocurrent
year presentation, we have reclassified $10.4 millionand $7.8 millionfor theyears endedDecember31, 2022 and2021, respectively,
from Generaland administrative expense” to Productdevelopmentexpense”.Inaddition, we have reclassified $0.4 million forthe
year endedDecember31, 2021 from Generaland administrativeexpense” to Cost of revenue”.
Components of ResultsofOperations
Ourbusinessisorganized into asinglereportablesegment.
Revenue
We monetizethe Bumble,BumbleFor Friends,Badoo, Fruitz andOfficial apps viaafreemiummodelwhere theuse of our serviceis
freeand asubs et of our userspay forsubscriptions or in-app purchases to accesspremiumfeatures. Subscriptionrevenue is presented
netoftaxes,refundsand credit card chargebacks. This revenue is initially deferredand is recognized usingthe straight-linemethod
overthe term of theapplicable subscription period. Revenue fromlifetimesubscriptions is deferredoverthe averageestimated
expected period of thesubscriber relationship, whichiscurrently estimated to be twelve months.Revenue fromthe purchaseofin-app
features is recognized basedonusage andestimatedbreakagerevenue associated with unused in-app purchases.
We also earn revenue fromonlineadvertising andpartnerships, whichare notasignificant part of our business. Onlineadvertising
revenue is recognized when an advertisementisdisplayed.Revenue from partnerships is recognizedaccordingtothe contractualterms
of thepartnership.
Cost of revenue
Cost of revenue cons ists primarily of in-app purchasefees due on payments processedthrough theAppleApp Storeand GooglePlay
Store. PurchasesonAndroid,mobileweb anddesktop mayhaveadditionalpayment methods,suchascreditcardorvia telecom
providers.These purchases incurfees whichvarydepending on paymentmethod. Purchase fees aredeferredand expensed overthe
same period as revenue.
Cost of revenue also includesdatacenterexpensessuchasrent, power andbandwidth forrunning servers, cloud hosting costs,
employeecompensation(including stock-basedcompensation) andother employeerelated costs, impairment of capitalized aggregator
costsassociated with breakagerevenue andrestructuring charges. Expenses relating to customer carefunctions such as customer
service, moderators andother auxiliary costsassociatedwith providing services to customerssuchasfraud preventionare also
includedwithincostofrevenue.
Selling andmarketing expense
Selling andmarketing expenseconsists primarily of brandmarketing, digitaland social mediaspend, fieldmarketing, restructuring
charges, compensationexpense(including stock-basedcompensation) andother employee-relatedcosts forpersonnelengagedinsales
andmarketingfunctions.
Generaland administrativeexpense
Generaland administrativeexpenseconsistsprimarily of compensation (including stock-basedcompensation) andother employee-
relatedcosts forpersonnelengaged in executive management,finance, legal, taxand human resources.General andadministrative
expensealsoconsists of transactioncosts,impairmentlosses, changesinfairvalue of contingent earn-out liability,expenses associated
with facilities, informationtechnology, external professionalservices,legal costs, settlement of legalclaims andaccrualsfor future
legalobligations that aredeemed probableand estimable, restructuringcharges andother administrativeexpenses.
57
Product developmentexpense
Productdevel opm entexpense consists primarily of compensation(including stock-basedcompensation) andother employee-related
costsfor personnelengagedinthe design, development, testingand enhancementofproductofferings andrelated technology, as well
as restructuringcharges.
Depreciationand amortization expense
Depreciationand amortizationexpenseisprimarily relatedtocomputer equipment, leaseholdimprovements, furnitureand fixtures,
developedtechnology, user base,white labelcontracts, trademarks andother definite-lived intangibleassets.
Interest income (expense),net
Interest income (expense),net consists of interest income receivedonmoneymarketfunds andrelated partyloans receivables and
interest expenseincurredinconnectionwithour long-term debt.
Otherincome(expense),net
Otherincome(expense),net consists of insurancereimbursement proceeds, impacts fromforeign exchange transactions,tax
receivableagreement liability remeasurement(benefit) expense, loss on debt extinguishment,fairvalue changesinderivatives,sub-
leaseincomeand investmentsinequity securities.
Income taxbenefit (provision)
Income taxbenefit (provision) represents theincometax benefitorexpenseassociated with our operations basedonthe taxlawsofthe
jurisdictions in whichweoperate.These foreignjurisdictions have different statutorytax ratesthanthe United States.Our effective
taxrates will vary depending on therelativeproportionofforeign to domestic income,changesinthe valuationofour deferredtax
assets andliabilities,and changesintax laws.
ResultsofOperations
Thefollowing tablesetsforth ourcons olidated statements of operations informationfor theperiods presented:
(inthousands)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Revenue $ 1,051,830 $ 903,503 $ 760,910
Operatingcosts andexpenses:
Cost of revenue 307,835 249,490 205,573
Selling andmarketing expense 270,380 249,269 211,711
Generaland administrativeexpense 221,649 308,855 257,489
Productdevel opm entexpense 130,565 109,020 113,764
Depreciationand amortizationexpense 68,028 89,713 107,056
Totaloperating costsand expenses 998,457 1,006,347 895,593
Operating earnings (loss) 53,373 (102,844) (134,683)
Interest income (expense),net (21,534) (24,063) (24,574)
Otherincome(expense),net (26,537) 16,189 3,160
Income (loss) before income tax 5,302 (110,718) (156,097)
Income taxbenefit (provision) (7,170) (3,406) 437,837
Netearnings(loss) (1,868) (114,124) 281,740
Netearnings (loss) attributable to noncontrolling interests
2,345 (34,378) (28,075)
Netearnings (loss) attributable to Bumble Inc. shareholders
$ (4,213) $ (79,746) $ 309,815
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Thefollowing tablesetsforth ourcons olidated statements of operations informationasapercentage of revenue forthe periods
presented:
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Revenue 100.0% 100.0% 100.0%
Operatingcosts andexpenses:
Cost of revenue 29.3% 27.6% 27.0%
Selling andmarketing expense 25.7% 27.6% 27.8%
Generaland administrativeexpense 21.1% 34.2% 33.8%
Productdevel opm entexpense 12.4% 12.1% 15.0%
Depreciationand amortizationexpense 6.5% 9.9% 14.1%
Totaloperating costsand expenses 94.9% 111.4% 117.7%
Operating earnings (loss) 5.1% (11.4)% (17.7)%
Interest income (expense),net (2.0)% (2.7)% (3.2)%
Otherincome(expense),net (2.5)% 1.8% 0.4%
Income (loss) before income tax 0.5% (12.3)% (20.5)%
Income taxbenefit (provision) (0.7)% (0.4)% 57.5%
Netearnings(loss) (0.2)% (12.6)% 37.0%
Netearnings (loss) attributable to noncontrolling interests
0.2% (3.8)% (3.7)%
Netearnings (loss) attributable to Bumble Inc. shareholders
(0.4)% (8.8)% 40.7%
Thefollowing tablesetsforth thestock-based compensation expenseinclu de dinoperating costsand expenses:
(inthousands)
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Cost of revenue $ 4,054 $ 3,819 $ 3,749
Selling andmarketing expense 9,803 8,064 12,925
Generaland administrativeexpense 52,008 63,575 60,535
Productdevel opm entexpense 38,473 35,550 46,701
Totalstock-based compensation expense $ 104,338 $ 111,008 $ 123,910
Thefollowing tablesetsforth ourrevenue acrossapps forthe periods presented:
(inthousands)
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Bumble App $ 844,774 $ 694,329 $ 528,585
Badoo Appand Other 207,056 209,174 232,325
TotalRevenue $ 1,051,830 $ 903,503 $ 760,910
Totalrevenue was$1,051.8 million forthe year endedDecember31, 2023, compared to $903.5 millionfor thesameperiodin2022.
Theincreasewas primarily driven by growth in TotalPayingUsers,partially offset by unfavorable fluctuations in foreigncurrency
exchange rates.
Bumble AppRevenue was$844.8 millionfor theyear endedDecember 31, 2023, compared to $694.3 million forthe same period in
2022. This increasewas primarily driven by a25.7% increase in Bumble AppPayingUsers to 2.5 million, partially offset by a3.2%
declineinBumbleApp ARPPUto$27.97. TheincreaseinBumbleApp Revenue wasdue to growth in core marketsand international
expansion, partially offset by unfavorable fluctuations in foreigncurrencyexchange rates.
Badoo Appand OtherRevenue was$207.1 millionfor theyear endedDecember 31, 2023, compared to $209.2 million forthe same
period in 2022. This decreasewas primarily driven by a2.8% decreaseinBadoo Appand OtherARPPU to $12.70, partially offset by
a2.0% increaseinBadoo Appand OtherPayingUsers to 1.2 millionand favorable fluctuations in foreigncurrencyexchange rates.
Results forthe year endedDecember31, 2023 reflect thefullimpactofthe Company’sdecisiontoremove allofits apps from the
AppleApp Storeand GooglePlayStore in Russiaand BelarusinMarch 2022, as well as otherglobalmacroeconomic conditions.In
59
addition, otherrevenue of $23.7 millionfor theyearendedDecember 31, 2023, decreased by $0.6 million, or 2.6%,comparedtothe
same period in 2022.
Totalrevenue was$903.5 million forthe year endedDecember31, 2022, compared to $760.9 millionfor thesameperiodin2021.
Theincreasewas primarily driven by growth in TotalPayingUsers andanincreaseinTotal AverageRevenue perPayingUser.
Bumble AppRevenue was$694.3 millionfor theyear endedDecember 31, 2022, compared to $528.6 million forthe same period in
2021. This increasewas primarily driven by a33.5% increase in thenumberofBumbleApp Paying Usersto2.0 million, partially
offset by a1.6% decreaseinBum bleApp ARPPUto$28.90. TheincreaseinBumbleApp Revenue wasdue to higherre-engagement
in core marketsand internationalexpansion, partiallyoffset by fluctuations in foreigncurrencyexchange rates.
Badoo Appand OtherRevenue was$209.2 millionfor theyear endedDecember 31, 2022, compared to $232.3 million forthe same
period in 2021. This decreasewas primarily driven by a15.4% decreaseinthe numberofBadoo Appand OtherPayingUsers to 1.2
milliondue to theCompany’sdecision to remove allofits apps from theAppleApp Storeand GooglePlayStore in Russiaand
BelarusinMarch 2022 andthe continuedimpact of COVIDand macroeconomic conditions.The decreaseinBadoo Appand Other
Revenue wasalsodrivenbya0.5% decrease in Badooand OtherARPPU to $13.06. In addition, otherrevenue of $24.3 millionfor
2022, increasedby$11.6 million, or 92.1%,comparedtothe same period in 2021.
Cost of revenue
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Cost of revenue $ 307,835 $ 249,490 $ 205,573
Percentage of revenue 29.3% 27.6% 27.0%
Cost of revenue forthe year ended December 31, 2023 increasedby$58.3 million, or 23.4%,ascomparedtothe same period in 2022,
driven primarily by growth in in-app purchasefees due to increasing revenue.Asapercentage of revenue, cost of revenuefor theyear
endedDecember 31, 2023 was29.3%,comparedto27.6% forthe same period in 2022 primarily due to theadoptionofGooglePlay
billinginmanyofour marketsand to alesserextentanincreaseincloud hosting, bulkmessaging andcontentmoderation costs.
Cost of revenue forthe year ended December 31, 2022 increasedby$43.9 million, or 21.4%,ascomparedtothe same period in 2021,
driven primarily by growth in in-app purchasefees due to increasing revenue.Asapercentage of revenue, cost of revenuefor theyear
endedDecember 31, 2022 was27.6%,comparedto27.0% forthe same period in 2021 primarily driven by an increase in fees due to
theadoptionofGooglePlaybillinginmanyofour markets, partially offset by thereduced GooglePlayservice fees forsubscriptions
whichhas declined from30% to 15%.
Selling andmarketing expense
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Selling andmarketing expense $ 270,380 $ 249,269 $ 211,711
Percentage of revenue 25.7% 27.6% 27.8%
Selling andmarketing expensefor theyearended December31, 2023, incr eased by $21.1 million, or 8.5%,ascompared to thesame
period in 2022. Thechangewas primarily due to a$14.0 millionincreaseindigital andsocialmedia marketingcosts anda$6.5
millionincreaseinpersonnel-relatedexpenses.
Selling andmarketing expensefor theyear ended December31, 2022, increased by $37.6 million, or 17.7%,ascompared to thesame
period in 2021. This change wasprimarily due to a$34.0 millionincreaseindigital andbrand marketingcosts anda$9.5 million
increase in personnel-relatedexpenses,partially offset by a$4.9 milliondecrease in stock-basedcompensationdue to forfeitures.
60
Generaland administrativeexpense
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Generaland administrativeexpense $ 221,649 $ 308,855 $ 257,489
Percentage of revenue 21.1% 34.2% 33.8%
Generaland administrativeexpensefor theyear endedDecember31, 2023, decreased by $87.2 million, or 28.2%,ascomparedtothe
same period in 2022. Thechange wasprimarily driven by a$145.4 million decreaseinimpairmentcharges,which includesa$141.0
millionBadoo brandimpairmentand a$4.4 millionMoscowright-of-use assetimpairmentfrom2022, as well as a$3.6 million
decrease in personnel-relatedexpenses. Thesedecreases were partiallyoffset by a$46.4 millionincreaseinprofessionaland
transactioncosts anda$17.5 milliondecrease in gain resulting from thechange in thefairvalue of thecontingent earn-out liabilities.
Generaland administrativeexpensefor theyear endedDecember31, 2022 increased by $51.4 million, or 19.9%,ascomparedtothe
same period in 2021. Thechange wasprimarily driven by a$119.0 million increaseinimpairmentcharges,which includesa$141.0
millionBadoo brandimpairment, anda$4.4 millionMoscowright-of-use assetimpairmentin2022, compared to $26.4 million
impairmentchargeinwhite labelcontractsin2021. In addition, a$21.7 millionincreaseinpersonnel-relatedexpenses,a$7.8 million
increase in professionaland transactioncosts anda$4.6 millionincreaseininsurance expenses.These increaseswerepartially offset
by adeclineof$103.1 millioninthe fair valueofthe contingent earn-out liabilities.
Product developmentexpense
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Productdevel opm entexpense $ 130,565 $ 109,020 $ 113,764
Percentage of revenue 12.4% 12.1% 15.0%
Productdevel opm entexpense forthe year ended December 31, 2023, increasedby$21.5 million, or 19.8%,ascompared to thesame
period in 2022, primarily driven by a$19.6 million increaseinpersonnel-relatedexpenses.
Productdevel opm entexpense forthe year ended December 31, 2022, decreasedby$4.7 million, or 4.2%,ascompared to thesame
period in 2021. This change wasprimarily driven by a$11.2 milliondecrease in stock-basedcompensationdue to forfeitures, partially
offset by a$4.8 millionincreaseinpersonnel-relatedexpenses.
Depreciationand amortization expense
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Depreciationand amortizationexpense $ 68,028 $ 89,713 $ 107,056
Percentage of revenue 6.5% 9.9% 14.1%
Depreciationand amortizationexpensefor theyear ended December31, 2023, decreasedby$21.7 million, or 24.2%,ascompared to
thesameperiodin2022. Thedecreaseindepreciationand amortizationexpensewas primarily due to thefullamortizationofthe
legacy Badoo user base in July 2022. Thesedecreases were partially offset by increasesinthe amortizationofintangibles acquired
fromthe Official acquisitioninApril 2023.
Depreciationand amortizationexpensefor theyear ended December31, 2022, decreasedby$17.3 million, or 16.2%,ascompared to
thesameperiodin2021. Thedecreasewas primarily due to thefullamortizationofthe legacy Badoo user base in July 2022 andwhite
labelcontractsin2021, whichare no longerbeing amortized.These decreases were partially offset by in creases in theamortizationof
intangibles acquiredfromthe Fruitz acquisitioninJanuary 2022.
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Interest income (expense),net
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Interest income (expense),net $ (21,534) $ (24,063) $ (24,574)
Percentage of revenue (2.0)% (2.7)% (3.2)%
Interest expense, netfor theyearended December31, 2023, decreased $2.5 million, or 10.5%,ascompared to thesameperiodin
2022. Thechange wasdue to theCompany investingsurplus funds in moneymarketfunds sincethe fourth quarter of 2022, partially
offset by an increaseininterestrates on our outstanding debt underthe Credit Agreement.
Interest expense, netfor theyearended December31, 2022, decreased $0.5 million, or 2.1%,ascompared to thesameperiodin2021.
Thedecrease wasprimarily due to the repaymentof$200.0 millionofdebtinMarch 2021, as well as theCompany investingsurplus
funds in moneymarketfunds in thefourth quarter of 2022 creating interest income,partially offset by an increaseininterestrates on
our outstanding debt underthe Credit Agreement.
Otherincome(expense),net
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Otherincome(expense),net $ (26,537) $ 16,189 $ 3,160
Percentage of revenue (2.5)% 1.8% 0.4%
Otherincome(expense),net forthe year ended December31, 2023, decreased by $42.7 million, or 263.9%,ascomparedtothe same
period in 2022. Thechange wasprimarily due to a$30.9 milliondecreaseinnet gainsoninterestrateswaps,a$5.9 milliondecrease
in netforeign currencyexchange gains, a$5.0 millionlossrecognizedfor theincreaseintax receivableagreement liability,and a$0.8
milliondecreaseinfairvalue of investmentsinequity securities.
Otherincome(expense),net forthe year ended December31, 2022, increased by $13.0 million, or 412.3%,ascomparedtothe same
period in 2021. Thechange wasprimarily due to a$10.5 millionincreaseinnet gainsoninterestrateswaps,a$3.8 millionincreasein
netforeign currencyexchangegains,a$3.4 millionlossonextinguishment of long-term debt recognized in 2021 when we repaid
$200.0 millionofdebtinMarch 2021, partially offset by a$4.2 million loss recognized forthe increaseintax receivableagreement
liability,and a$1.0 milliondecreaseinfairvalue of investmentsinequity securities.
Income taxprovision
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Income taxbenefit (provision) $ (7,170) $ (3,406) $ 437,837
Effectiveincometax rate 135.2% (3.1)% 280.5%
Forfurther detail of income taxmatters,see Note 4, Income Taxes,within theauditedconsolidated financialstatementsappearing
elsewhereinthisAnnualReportonForm10-K.
Income taxprovision was$7.2 million forthe year endedDecember31, 2023, compared to $3.4 millionfor theyear ended
December31, 2022, primarily due to theimpactofincometax rate changesonour deferredtax balances recorded in 2022.Inaddition,
theincometax provision forthe yearsended December31, 2022 andDecember31, 2023 reflect theimpact of our assessment that we
will not be able to realizethe benefitofcertain deferredtax assets arisinginthe current year forwhich avaluation allowancehas been
recorded.
Income taxprovision was$3.4 million forthe year endedDecember31, 2022, compared to an income taxbenefit of $437.8 million
forthe year endedDecember31, 2021, whichincludesa$441.5 milliontax benefitrelated to thereversalofanetdeferredtax liability
due to therestructuring of our internationaloperations.
62
TheOrganisationfor Economic Co-operationand Development(“OECD”)and participatingcountries continue to work toward the
enactment of a15% globalminimumcorporatetax forcompani es with globalrevenuesand profitsabove certain thresholds (referred
to as Pillar 2),with certain aspectsofPillar2effectiveJanuary 1, 2024 andother aspectseffectiveJanuary 1, 2025. Member states
have begun to enact therules,with some countries acceleratingthe impact of theserules by proposingimmediatestatutory rate
increases. Anumberofcountries,including theUKand EU member states,haveagreedtoadopt theOECD’sminimum taxrules and
severalcountries,including theUK, have alreadyimplemented theserules.The phasedimplementationofthese rulesisexpected to
beginfor our fiscal year 2024. We expect Pillar2couldhaveamaterialimpact on our effectivetax rate andour consolidated results of
operation, financialposition, andcashflows.Wewill monitorthe applicationofthese rulesastheycontinue to evolve.
Non-GAAP FinancialMeasures
We reportour financialresults in accordance with GAAP,however,managementbelievesthatcertain non-GAAP financialmeasures
provide usersofour financialinformationwith useful supplementalinformationthatenables abettercomparisonofour performance
acrossperiods.Webelieve Adjusted EBITDA providesvisibilitytothe underlying continuing operating performance by excluding the
impactofcertain expenses,including income tax(benefit) provision, interest (income) expense, net, depreciationand amortization
expense, stock-basedcompensationexpenses,employercosts relatedtostock-based compensation, foreignexchange (gain) loss,
changesinfairvalue of contingent earn-out liability,interestrateswaps andinvestmentsinequity securities, transactionand other
costs, litigationcosts netofinsurance reimbursementsthatarise outside of theordinarycourse of business, taxreceivableagreement
liability remeasurement(benefit) expenseand impairment loss,asmanagementdoesnot believe theseexpenses arerepresentativeof
our core earnings.
We also provide Adjusted EBITDA margin,which is calculatedasAdjustedEBITDAdivided by revenue.Inaddition to Adjusted
EBITDA andAdjustedEBITDAmargin, we believe freecashflowand freecashflowconversionprovide useful information
regardinghow cash providedby(used in)operating activities compares to thecapitalexpendituresrequiredtomaintainand grow our
business, andour availableliquidity,after funding such capitalexpenditures, to serviceour debt,fund strategicinitiatives,effectuate
discretionary sharerepurchases andstrengthenour balancesheet,aswellasour ability to convert our earnings to cash.Additionally,
we believe such metricsare widely used by investors, securitiesanalysis, ratings agencies andother partiesinevaluatingliquidity and
debt-service capabilities. We calculatefreecashflowand free cashflowconversionusing methodologies that we believecan provide
useful supplementalinformationtohelpinvestorsbetterunderstand underlying trends in our business.
Ournon-GA AP financialmeasuresmay not be comparable to similarlytitledmeasures used by othercompanies,havelimitations as
analytical toolsand shouldnot be considered in isolation, or as substitutesfor analysis of our operating results as reportedunder
GAAP. Additionally,wedonot consider our non-GAAP financialmeasures as superior to,orasubstitute for, theequivalent measures
calculatedand presentedinaccordancewith GAAP.Someofthe limitations are:
Adjusted EBITDA andAdjustedEBITDAmarginexclude therecurring, non-cash expenses of depreciationand
amortizationofpropertyand equipmentand definite-lived intangible assets and, although theseare non-cash expenses,the
assets beingdepreciated andamortized mayhavetobereplaced in thefuture;
Adjusted EBITDA andAdjustedEBITDAmargindonot reflect changesin, or cashrequirementsfor,our workingcapital
needs;
Adjusted EBITDA andAdjustedEBITDAmarginexclude stock-basedcompensationexpenseand employercosts relatedto
stock-basedcompensation, whichhas been,and will continue to be forthe foreseeable future,animportant part of how we
attractand retain our employees andasignificantrecurring expenseinour business;
Adjusted EBITDA andAdjustedEBITDAmargindonot reflect theinterest(income)expense, netorthe cash requirements
to serviceinterestorprincipal payments on our indebtedness, andfreecashflowdoesnot reflectthe cashrequirementsto
serviceprincipal payments on ourindebtedness;
Adjusted EBITDA andAdjustedEBITDAmargindonot reflect income tax(benefit) provision we arerequiredtomake;
and
Free cashflowand freecashflowconversiondonot representour residualcashflowavailablefor discretionary purposes
anddoesnot reflect our future contractualcommitments.
Adjusted EBITDA is not aliquidity measureand shouldnot be considered as discretionary cashavailable to us to reinvest in the
growth of our businessortodistributetostockholders or as ameasureofcashthatwillbeavailable to us to meet our obligations.
To properlyand prudently evaluate our business, we encourageinvestorstoreviewthe financialstatementsincludedelsewhere in this
AnnualReport, andnot rely on asinglefinancial measuretoevaluateour business. We also stronglyurgeinvestorstoreviewthe
reconciliationofnet earnings (loss) to Adjusted EBITDA,the computationofAdjustedEBITDAmarginascomparedtonet earnings
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(loss) margin whichisnet earnings (loss) as apercentageofrevenue,the reconciliationofnet cash providedby(used in)operating
activitiestofreecashflow, andthe computationoffreecashflowconversionascomparedtooperatingcashflowconversion, whichis
netcashprovidedby(used in)operating activities asapercentage of netearnings (loss) in each caseset forthbelow.
We define Adjusted EBITDA as netearnings (loss) excluding income tax(benefit) provision, interest (income) expense, net,
depreciationand amortizationexpense, stock-basedcompensationexpense, employercosts relatedtostock-based compensation,
foreignexchange(gain)loss, changesinfairvalue of contingent earn-out liability,interestrateswaps andinvestmentsinequity
securities,transactionand othercosts,litigationcosts netofinsurance reimbursementsthatarise outsideofthe ordinary course of
business, taxreceivable agreementliability remeasurement(benefit) expenseand impairmentloss. Adjusted EBITDA margin
represents Adjusted EBITDA as apercentage of revenue.
We define freecashflowasnet cashprovidedby(used in)operating activitieslesscapitalexpenditures. Free cashflowconversion
represents freecashflowasapercentage of Adjusted EBITDA. Operatingcashflowconversionrepresentsnet cashprovidedby(used
in)operating activitiesasapercentage of netearnings (loss).
Thefollowing tablereconcilesour non-GAAPfinancial measures to themostcomparableGAAP financialmeasures forthe periods
presented:
(inthousands,exceptpercentages)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Netearnings (loss)
$ (1,868) $ (114,124) $ 281,740
Addback:
Income tax(benefit) provision 7,170 3,406 (437,837)
Interest (income) expense, net 21,534 24,063 24,574
Depreciationand amortizationexpense 68,028 89,713 107,056
Stock-basedcompensationexpense 104,338 111,008 123,910
Employercosts relatedtostock-based compensation
(1)
4,535 2,054 2,438
Litigationcosts,net of insurancereimbursements
(2)
71,918 22,734 6,943
Foreignexchange (gain) loss
(3)
2,185 (3,679) 132
Changesinfairvalue of interest rate swaps
(4)
13,806 (17,086) (6,593)
Transactionand othercosts
(5)
2,309 5,226 22,491
Changesinfairvalue of contingent earn-out liability (29,569) (47,134) 55,900
Changesinfairvalue of investments 843 18 (1,100)
Taxreceivableagreementliability remeasurementexpense
(6)
10,341 5,332 1,112
Impairment loss
(7)
145,388 26,431
Adjusted EBITDA $ 275,570 $ 226,919 $ 207,197
Netearnings (loss) margin
(8)
(0.2)% (12.6)% 37.0%
Adjusted EBITDA margin 26.2% 25.1% 27.2%
Netcashprovidedbyoperatingactivities
$ 182,086 $ 132,941 $ 104,837
Less:
Capitalexpenditures (14,935) (16,333) (13,653)
Free cashflow $ 167,151 $ 116,608 $ 91,184
Operatingcashflowconversion * (116.5)% 37.2%
Free cashflowconversion 60.7% 51.4% 44.0%
*Not meaningful
(1)RepresentsemployerportionofSocialSecurityand Medicare payrolltaxes domestically,NationalInsurance contributions
in theUnitedKingdom andcomparablecosts internationallyrelated to thesettlement of equity awards.
(2)Representscertain litigationcosts andinsurance proceedsassociated with pending litigations or settlementsoflitigation.
Includesamountsaccruedwith respecttothe litigationrelated to the BiometricInformation Privacy Act, themass
arbitrations and theCompany’sclass actionlawsuit relatedtothe secondary public stockoffering, representing
management’s then-current estimated probablelossfor this matter. SeeNote19, Commitments and Contingencies,tothe
auditedconsolidated financialstatementsincludedin“Item 8FinancialStatementsand Supplementary Data.”
(3)Representsforeign exchange (gain) loss due to foreigncurrencytransactions.
(4)Representsfairvalue (gain) loss on interest rate swaps.
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(5)Representstransaction costsrelated to acquisitions andour offerings (IPO, theReorganizationTransactions,secondary
offerings,and sharerepurchases)suchaslegal,accounting, advisory fees andother relatedcosts.Amount for2021 also
includesaloss on debt extinguishment relatedtothe repaymentof$200.0 millionunderthe IncrementalTermLoan
Facility.Amount for2022 also includesemployee-relatedrestructuring costsdirectly associated with our decision to
discontinue our operations in Russiaincluding severancebenefits, relocationcosts andadvisory fees.
(6)Representsrecognized adjustmentstothe taxreceivableagreementliability.
(7)Representsimpairmentlossincurredonwhite labelcontractsin2021 andimpairmentlossofthe Badoo brandand aright-
of-use assetrelated to our Moscow office in 2022.
(8)Net earnings (loss) margin forthe year endedDecember31, 2021 includesa$441.5 milliontax benefitrelated to the
reversal of adeferredtax liability due to arestructuring of theCompany’sinternationaloperations.
Liquidity andCapital Resources
Overview
As of December31, 2023, we had$355.6 mi llionofcashand cashequivalents, adecreaseof$46.9 millionfromDecember 31, 2022
primarily due to sharerepurchases,cashdistributionpaymentstothe noncontrollinginterestholders andthe acquisitionofOfficial,
partially offset by cashgenerated from operations. TheCompany’s principalsources of liquidity areour cashand cash equivalentsand
cashgenerated fromoperations.Our primaryusesofliquidity areoperatingexpenses andcapitalexpenditures, funding our debt
obligations,partnership taxdistributions,payingincometaxes andobligations underour taxreceivableagreementand effectuating
sharerepurchases as discussedbelow.Based on current conditions,webelieve that we have sufficientfinancial resources to fund our
activitiesand executeour businessplans duringthe next twelve months.
In May2023, our BoardofDirectorsapprovedasharerepurchaseprogram of up to $150.0 millionofour outstanding ClassA
commonstock.InNovember 2023, theCompany announced an increaseinthe sharerepurchaseprogram authorized amount from
$150.0 millionto$300.0 million. Bumble intends to usethe program to repurchasesharesonadiscretionary basisfromtimetotime,
subject to generalbusinessand market conditions andother investment opportunities, through openmarketpurchases,privately
negotiatedtransactions in compliancewith Rule 10b-18 underthe Exchange Actorother means, including through 10b5-1trading
plans. This repurchaseprogram maybecommenced,suspendedordiscontinuedatany time.InDecember 2023, theCompany and
Bumble Holdings enteredintoanagreementwithBlackstone in aprivate transactionunderthe Company’sexistingshare repurchase
program,underwhich theCompany agreed to repurchase approximately 4.0 millionsharesofits ClassAcommon stockbeneficially
ownedbyBlackstone andBumbleHoldings agreed to repurchasefromBlackstone approximately 3.2 millionCommonUnits,which
areexchangeable forsharesofClass Acommonstock on aone-for-one basis, foranaggregatepurchaseprice of $100 million. During
theyearendedDecember31, 2023, we repurchased 7.8 millionsharesofClass Acommonstock and3.2 millionCommonUnits for
$157 million. As of December 31, 2023, atotal of $143 millionremains availablefor repurchaseunderthe repurchaseprogram.
On February 27, 2024, we announced that theCompany intends to reduceits globalworkforce. We expect to incurapproximately $20
millionto$25 millionofnon-recurring charges. Substantially allofthese chargesare expected to result in future cash outlays
primarily in thefirst andsecondquartersof2024. SeeNote20, Subsequent Events,for additionalinformation.
Cash Flow Information
Thefollowing tablesummarizes our consolidated cashflowinformation forthe periods presented:
(inthousands)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Netcashprovidedby(used in):
Operatingactivities $ 182,086 $ 132,941 $ 104,837
Investingactivities (24,755) (86,053) (12,484)
Financingactivities (198,891) (14,954) 151,486
Operatingactivities
Netcashprovidedbyoperatingactivitieswas $182.1 million, $132.9 millionand $104.8 millionfor theyearsendedDecember31,
2023, 2022 and2021, respectively. Operatingactivitieswereprimarily driven by netlossof$1.9 millionfor theyear ended
December31, 2023, netlossof$114.1 million forthe year endedDecember31, 2022 andnet earnings of $281.7 million forthe year
endedDecember 31, 2021.
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Netlossfor theyearendedDecember31, 2023 wasimpacted by stock-basedcompensationof$104.3 million, depreciationand
amortizationof$68.0 million, change in fair valueofdeferredcontingent considerationof$29.6 million, an increaseinour tax
receivableagreement liability remeasurementexpenseof$10.3 million, anddeferredincometax of $7.2 million. Netlossfor theyear
endedDecember 31, 2022 wasimpacted by stock-basedcompensationof$111.0 million, impairmentlossesof$145.4 million,
depreciationand amortizationof$89.7 million, change in fair valueofdeferredcontingent considerationof$47.1 millionand deferred
income taxof$5.5 million. Netearnings in theyear endedDecember 31, 2021 wasprimarily driven by $441.5 million taxbenefit
relatedtothe reversal of adeferredtax liability due to arestructuring of theCompany’sinternationaloperations,partlyoffset by
stock-basedcompensationof$123.9 million, depreciationand amortizationof$107.1 million, changesinthe fair valueofthe
contingent earn-out liability of $55.9 millionand an impairmentlossof$26.4 millioninrelationtothe white labelcontracts.
Theincreaseincashprovidedby(used in)operatingactivitiesfor theperiods presentedwas partly offset by changesinassets and
liabilities, whichincreased$8.7 million, decreased$34.9 millionand decreased $56.5 millioninthe yearsendedDecember31, 2023,
2022 and2021, respectively.
Investingactivities
Netcashusedininvestingactivitieswas $24.8 million, $86.1 million and$12.5 million forthe yearsendedDecember31, 2023, 2022
and2021, respectively. The Companyused$9.8 million (net of cashacquired) forthe acquisition of Official forthe year ended
December31, 2023 and$69.7 million (net of cashacquired) forthe acquisition of Fruitz forthe year endedDecember31, 2022.
Capitalexpenditureswere$14.9 million, $16.3 million, $13.7 millioninthe yearsendedDecember31, 2023, 2022 and2021,
respectively.
Financingactivities
Netcashusedinfinancingactivitieswas $198.9 millionand $15.0 millionfor theyearsendedDecember31, 2023 and2022,
respectively. Netcashprovidedbyfinancing activitieswas $151.5 millionfor theyear endedDecember31, 2021. Forthe year ended
December31, 2023, theCompany used $112.8 millionfor sharerepurchases of our ClassAcommon stockand Bumble Holdings used
$44.3 millionfor therepurchaseofCommonUnits and$19.3 millionfor cashdistributions to thenoncontrollinginterestholders.
During each of theyearsended December31, 2023 and2022, theCompany used $5.8 milliontorepay aportionofthe outstanding
indebtedness underour Original Term Loan.For theyear endedDecember31, 2021, theCompany receivednet proceedsof$2,361.2
millioninour IPOafter deductingunderwritingdiscountsand commissions,ofwhich $1,991.6 millionwas used to redeem shares of
ClassAcommonstock andpurchaseCommonUnits fromour Sponsor and$200.0 millionwas used to repayaportionofthe
outstanding indebtedness underour IncrementalTermLoanFacility.Inaddition, forthe yearsendedDecember31, 2023, 2022 and
2021, theCompany used $16.7 million, $9.2 millionand 9.3 million, respectively, forshareswithheld to satisfy employeetax
withholding requirementsupon vestingofrestrictedstock units.
Indebtedness
Senior SecuredCreditFacilities
In connectionwith theSponsor Acquisition, in January2020, we enteredintoacredit agreement(the“Credit Agreement”)providing
for(i) atermloanfacility in an original aggregateprincipal amount of $575.0 million(the“Original Term Loan Facility”)and (ii) a
revolving facility in an aggregateprincipal amount of up to $50.0 million. In connectionwith atransactionwhereby we distributed
proceedstoour pre-IPOownersand to partially repayaloan fromour Founder, in October2020, we enteredintoanIncremental term
loan facility (the “Incremental Term Loan Facility”and together with theOriginalTermLoanFacility,the “SeniorSecured Credit
Facilities”)inanoriginalaggregateprincipal amount of $275.0 million. TheIncremental Term Loan Facility providesfor additional
senior securedtermloans with substantially identical termsasthe Original Term Loan Facility (other than theapplicable margin). A
portionofthe netproceedsfromthe IPOwas used to repay$200.0 million aggregateprincipal amount of our outstanding indebtedness
underour Term Loan Facility in thethree months endedMarch 31, 2021. TheCreditAgreementwas furtheramendedinMarch 2023,
pursuanttowhich theinterestratebenchmark referenced to LIBORwas transitionedtoTermSOFR. Theborrowerunderthe Credit
Agreementisawholly ownedsubsidiaryofBumbleHoldings,BuzzFinco L.L.C. (the “Borrower”). TheCreditAgreementcontains
affirmativeand negativecovenantsand customaryeventsofdefault.
Borrowings underthe Credit Agreementbearinterestatarate equalto, at theBorrower’s option, either (i)LIBOR priortoMarch 31,
2023 andAdjustedTermSOFRbeginning March31, 2023 forthe relevant interest period, adjusted forstatutory reserverequirements
(subject to afloor of 0.0% on theOriginalTermLoanand loansunderthe Revolving Credit Facility and0.50% on theIncremental
Term Loan), plus an applicable margin or (ii) abaserateequaltothe highest of (a)the rate of interest in effect as last quoted by the
WallStreet Journalasthe “Prime Rate”inthe UnitedStates, (b)the federalfunds effectiverateplus0.50% and(c) adjusted LIBOR
priortoApril 1, 2023 andAdjustedTermSOFRbeginning April1,2023, foraninterestperiodofone monthplus1.00% (subjecttoa
floor of 0.00% perannum),ineach case,plusanapplicable margin.The applicable margin forloans underthe Revolving Credit
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Facility is subject to adjustment basedupon theconsolidated firstliennet leverage ratioofthe Borrowerand itsrestrictedsubsidiaries
andissubjecttoreduction afterthe consummationofour IPO.
In addition to paying interest on theout standing principalunderthe Credit Agreement, theBorrowerisrequiredtopay acommitment
feeof0.50% perannum (which is subject to adecreaseto0.375% perannum basedupon theconsolidated firstlie nnet leverage ratio
of theBorrowerand its restricted subsidiaries)tothe lenders underthe Revolving Credit Facility in respect of theunutilized
commitmentsthereunder.The Borrowermustalsopay customaryletterofcreditfees andanannualadministrativeagencyfee.
TheOriginalTermLoanFacility amortizes in equalquarterly installmentsinaggregateannualamountsequalto1.00% of the
principalamount of theOriginalTermLoanFacility outstanding as of thedateofthe closingofthe Original Term Loan Facility,with
thebalance beingpayable at maturity on January29, 2027. TheIncremental Term Loan Facility amortizes in equalquarterly
installments in aggregateannualamountsequalto1.00% of theprincipal amount of theIncremental Term Loan Facility outstanding
as of thedateofthe closingofthe IncrementalTermLoanFacility,withthe balancebeing payableatmaturityonJanuary 29, 2027.
Following the$200.0 millionaggregateprincipal paymentofoutstanding indebtedness duringthe threemonths endedMarch 31,
2021, quarterly installment payments on theIncremental Term Loan Facility arenolongerrequiredfor theremaining term of the
facility.Principal amountsoutstanding underthe Revolving Credit Facilityare due andpayable in full at maturity on January 29,
2025.
ContractualObligations andContingencies
Thefollowing tablesummarizes our contractualobligations as of December31, 2023 (inthousands):
Payments due by period
Less than
1year
1to3
years
3to5
years
More than
5years Total
Long-term debt $ 5,750 $ 11,500 $ 609,813 $
$ 627,063
Operatingleases 1,412 7,806 6,730 418 16,366
Other 10,673 2,628
13,301
Total $ 17,835 $ 21,934 $ 616,543 $ 418 $ 656,730
In connectionwith theIPO,inFebruary2021, we enteredintoataxreceivableagreementwith certain of our pre-IPOownersthat
providesfor thepayment by theCompany to such pre-IPOownersof85% of thebenefits that theCompany realizes,orisdeemedto
realize, as aresultofthe Company’sallocable shareofexistingtax basisacquiredinour IPOand othertax benefits relatedtoentering
into thetax receivableagreement. Thepaymentsunderthe taxreceivableagreementare not conditionedupon continuedownership of
theCompany by thepre-IPO owners.
Thepaymentsthatwemay be required to make underthe taxreceivableagreementtothe pre-IPOownersmay be significantand are
not reflectedinthe contractualobligations tableset forthabove as they aredependent upon future taxableincome. Assumingno
material changesinthe relevant taxlaw,and that we earnsufficienttaxable income to realizeall taxbenefitsthatare subjecttothe tax
receivableagreement,weexpect future payments underthe taxreceivable agreementrelated to theOffering Transactions and
subsequent activitythrough December 31, 2023 to aggregateto$721.0 millionand to range overthe next 15 yearsfromapproximately
$16.7 millionto$73.6 millionper year anddecline thereafter. In determiningthese estimatedfuturepayments, we have given
retrospectiveeffect to certain exchangesofCommonUnits forClass Asharesthatoccurredafter theIPO but were contemplated to
have occurredpursuanttothe BlockerRestructuring. Theforegoing numbers aremerelyestimates,and theactualpaymentscould
differmaterially. SeeNote5,PayabletoRelated PartiesPursuant to a TaxReceivableAgreement, foradditionalinformation.
In connectionwith theSponsor AcquisitioninJanuary 2020, we enteredintoacontingent considerationarrangement,consisting of an
earn-out paymenttothe former shareholders of WorldwideVisionLimited of up to $150.0 million. Thetimingand amount of such
payments,thatwemay be requiredtomake, is not reflected in thecontractualobligations tableset forthabove as thepayment to the
former shareholders of WorldwideVisionLimitedisdependent upon theachievement of aspecified return on invested capital by our
Sponsor.See Note 11, Fair ValueMeasurements, foradditionalinformation.
In May2023, theCompany amendedanagreement forthird-party cloud services,which superseded andreplacedthe September2022
agreement. Underthe amendedterms,the Companyiscommittedtopay aminimumof$12.0 millionoverthe period of 18 months.If
at theend of the18months,orupon earlytermination, theCompany hasnot reached the$12.0 millioninspend, theCompany will be
requiredtopay forthe differencebetween thesum of fees alreadyincurredand theminimumcommitment.AsofDecember 31, 2023,
our minimum commitment remainingis$8.4 million.
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Critical Accounting Policiesand Estimates
Ourconsolidated financialstatementshavebeen prepared in accordance with GAAP,which oftenrequire us to make estimatesand
assumptions that affect thereportedamountsofassets, liabilities, revenue,expenses,and relateddisclosures.Our estimatesare based
on historical experience,current conditions andvarious otherassumptions that we believetobereasonableunderthe circumstances.
We evaluate our critical estimatesand assumptions on an ongoing basis. Actual resultsmay differfromthese estimatesunder different
assumptions or conditions.
Thecritical accountingestimates,assumptions,and judgments that we believe to have themostsignificantimpactonour consolidated
financialstatementsare describedbelow.Thisdiscussion is providedtosupplementthe descriptions of our accountingpolicies
containedinNote2,Summary of Selected Significant AccountingPolicies, within theauditedconsolidated financialstatements
includedelsewhere in this AnnualReportonForm10-K.
Business Combination
We estimate thefairvalue of assets acquiredand liabilities assumedinabusinesscombination. Goodwill as of theacquisitiondateis
measured as theexcessofconsideration transferredoverthe netofthe acquisitiondatefairvaluesofthe assets acquiredand the
liabilitiesassumed. Such valuations require management to make significantestimates andassumptions,especially with respect to
intangibleassets.Management’sestimatesoffairvalue arebased upon assumptions believedtobereasonable, but whichare
inherently uncertain andunpredictable, and as aresult, actual resultsmay differfromestimates.
Goodwill is tested forimpairmentataminimumonanannualbasis,aswellasupon an indicator of impairment. Goodwill is tested for
impairmentatthe reportingunitlevel by firstperformingaqualitativeassessmenttodetermine whetheritismorelikelythannot that
thefairvalue of thereportingunitislessthanits carryingvalue.Ifthe reportingunitdoesnot pass thequalitativeassessment, then
quantitativeassessmentisperformedtocompare thereportingunit’scarryingvalue to its fair value. Alternatively, we arepermittedto
bypass thequalitativeassessmentand proceed directly to performingthe quantitativeassessment. Goodwillisconsidered impaired if
thecarryingvalue of thereportingunitexceedsits fair value. Thefairvalue of thereporting unitisbased on adiscounted cashflow
modelinvolving severalassumptions. Therewerenoimpairmentcharges recorded forgoodwill forthe yearsendedDecember31,
2023, 2022 and2021, respectively.
Contingent considerationarrangementsare recognized at theiracquisitiondatefairvalue andincludedaspartofpurchaseprice at the
acquisition date.These contingent considerationarrangementsare classified as liabilitiesand areremeasured to fair valueateach
reportingperiod, with anychange in fair valuebeing recognizedin“Generaland administrativeexpense” in theconsolidated
statements of operations.The estimatedfairvalue of thecontingent considerationisbased primarily on estimatesofmeetingthe
applicable contingencyconditions as perthe termsofthe applicable agreements.
ImpairmentofIndefinite-Lived Intangible Assets
We test indefinite-lived intangible assets forimpairmentannuallyonthe firstday of thefourth quarter or more frequently if indicators
of impairmentexist.The accountingguidanceprovidesusthe optiontofirst assess qualitativefactorssuchasmacroeconomic
conditions,industryand market considerations,costfactors,overall financialperformance andother relevant entity-specificeventsto
determinewhether it is more likelythannot that thefairvalue of an indefinite-lived intangibleassetislessthanits carryingvalue.
If, basedonareview of qualitative factorsitismorelikelythannot that thefairvalue of an indefinite-lived intangibleasset is less than
its carrying value, we proceedtocompare thefairvalue of theindefinite-lived intangibleassetwithits carryingamount.Weevaluate
thefairvalue of theindefinite-lived assetbyusing therelieffromroyaltymethodology basedonmanagement’sassumptions.Ifthe
carryingvalue of an indefinite-lived intangible assetexceedsits estimatedfairvalue,animpairmentequaltothe excessisrecorded.
During our annualimpairmenttestingfor theyearendedDecember31, 2022, theCompany determined that an indefinite long-lived
assetwas impairedand recognizedanimpairmentchargeof$141.0 millionin“Generaland administrativeexpense” within the
accompanying consolidated statements of operations.For additionalinformation, seeNote8,Goodwill and IntangibleAssets, within
theauditedconsolidated financialstatementsincludedelsewhere in this AnnualReportonForm10-K.
Recoverability of Intangible Assets with Definite Lives
We evaluate definite-lived intangible assets whenever events or changesofcircumstanceindicatethatthe carryingamountsmay not
be recoverable. Recoverability is measured by comparingthe carryingamount of an assetgroup to future undiscounted netcashflows
expected to be generated. We group assets forpurposes of such review at thelowestlevel forwhich identifiable cash flowsofthe asset
group arelargely independent of thecashflows of theother groups of assets andliabilities. If this comparison indicates impairment,
theamount of impairmenttoberecognized is calculatedasthe differencebetween thecarryingvalue andthe fair valueofthe asset
group.
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Unforeseen events,changesincircumstances andmarketconditions andmaterialdifferences in estimatesoffuturecashflows could
adverselyaffect thefairvalue of our assets andcouldresultinanimpairmentcharge. Fair valuecan be estimated utilizinganumberof
techniquesincluding quoted market prices,prices forcomparableassets,orother valuationprocessesinvolving estimatesofcash
flows, multiplesofearnings or revenues, andwemay make various assumptions andestimateswhenperformingour impairment
assessments,particularly as it relatestocashflowprojections.Cashflowestimatesare by theirnaturesubjectiveand include
assumptions regardingfactorssuchasrecentand forecastedoperatingperformance,revenue trends andoperatingmargins.These
estimatescould also be adverselyimpactedbychangesinfederal,state,orlocal regulations,economic downturns or developments,or
othermarketconditions affectingour industry.
During thefourth quarter of theyearendedDecember31, 2021, theCompany determined that an individualdefinite long-lived asset
wasimpairedand recognizedanimpairmentchargeof$26.4 millionin“Generaland administrativeexpense” within the
accompanying consolidated statements of operations. Foradditionalinformation, seeNote8,Goodwill and IntangibleAssets,within
theauditedconsolidated financialstatementsincludedelsewhere in this AnnualReportonForm10-K.
Stock-based Compensation
TheCompany issues stock-basedawardstoemployees that aregenerally in theformofstock options,restrictedshares, incentive
units,orrestrictedstock units (“RSUs”).Compensationcostfor equity awards is measured at theirgrant-datefairvalue,and in the
caseofrestrictedsharesand RSUs is estimatedbased on thefairvalue of theCompany’sunderlying commonstock.The grantdate
fair valueofstock options is estimatedusing theBlack-Scholes optionpricing modelfor time-vestingawardsoraMonteCarlo
simulation approach in an optionpricing framework forexit-vestingawards. Theserequire management to make assumptions with
respect to thefairvalue of theCompany’s equity awardonthe grantdate, including theexpected term of theaward,the expected
volatility of theCompany’sstock calculatedbased on aperiodoftime generally commensurate with theexpected term of theaward,
risk-freeinterestrates andexpected dividend yields of theCompany’sstock.For time-vestingawards, compensationcostis
recognizedoverthe requisite serviceperiod, whichisgenerally thevestingperiod, usingthe graded attributionmethod.
At theIPO date,the Companyconcludedthatour public offering representedaqualifying liquidity eventthatwouldcause the
performance conditions to be probable of occurring. As such,compensationexpensefor performance-basedstock awards was
recognizedoverthe requisite serviceperiodonastraight-linebasis as achievement wasprobable. On July 15, 2022, theExit-Vesting
awards,with vestingbased on certainperformance conditions,weremodified to also provide fortime-basedvestingin36equal
installments andwebegan to recognize incrementalstock-based compensationassociated with themodificationofthese awards using
thegradedattributionmethod.
Forperiods priortothe Company’sIPO,the grantdatefairvalue of stock-basedcompensationawardsand theunderlying equity were
determined on each grantdateusing aMonteCarlo model. As theCompany'sequity wasnot publicly traded,there wasnohistory of
market prices forthe Company'sequity.Thus,estimating grantdatefairvalue requiredthe Companytomakeassumptions,including
thevalue of theCompany's equity,expected time to liquidity,and expected volatility.
Foradditionalinformation around theCompany’sstock-based compensationplans,see Note 15, Stock-based Compensation,within
theauditedconsolidated financialstatementsincludedelsewhere in this AnnualReportonForm10-K.
Income Taxes
We aresubject to income taxinmostofthe jurisdictions in whichweoperate.Managementisrequiredtoexercisesignificant
judgmentindetermining our provision forincometaxes.The provision forincometaxes is determined by taking into account
guidancerelated to uncertain taxpositions.Judgmentisrequiredinassessing thetimingand amountsofdeductible andtaxable items.
Deferredtax assets areamountsavailabletoreduceincometaxes payableontaxable income in future yearsand areinitially
recognizedatenact ed taxrates.Tothe extent deferredtax assets arenot expected to be realized,werecord avaluationallowance.
Recognizedincometax positions aremeasuredatthe largestamount that hasagreater than 50% likelihood of beingrealized upon
settlement.Changesinrecognitionormeasurement arereflected in theperiodinwhich thechange in judgmentoccurs.
Although we believethatwehaveadequately reserved forour uncertain taxpositions,wecan provide no assurancethatthe finaltax
outcome of thesematters will not be materially different.Wemakeadjustmentstothese reserves when factsand circumstances
change,suchasthe closingofataxauditorthe refinement of an estimate.Tothe extent that thefinal taxoutcome of thesematters is
different than theamountsrecorded, such differences mayaffect theprovision forincometaxes in theperiodinwhich such
determinationismadeand couldhaveamaterial impactonour financialconditionand results of operations.
69
TaxReceivableAgreement
Pursuant to thetax receivableagreement(“TRA”),weare requiredtomakecashpaymentstothe TRApartiesequalto85% of thetax
benefits,ifany, that we realize, or in some circumstancesare deemed to realize, as aresultofthe Company’sallocable shareof
existingtax basisacquiredinour IPO, incr eases in our shareofexistingtax basisand adjustmentstothe taxbasis of theassets of
Bumble Holdings as aresultofsales or exchangesofCommonUnits (including CommonUnits issued upon conversionofvested
Incentive Units), andour utilizationofcertain taxattributes of theBlocker Companies(including theBlocker Companies’ allocable
shareofexistingtax basis) andcertain othertax benefits relatedtoenteringintothe TRA. Actual taxbenefitsrealized by theCompany
maydifferfromtax benefits calculatedunderthe TRAasaresult of theuse of certain assumptions in theTRA,including theuse of an
assumedweighted-average stateand local income taxratetocalculate taxbenefits.Paymentstobemadeunderthe TRAwill depend
upon anumberoffactors,including thetimingand amount of our future income.Ifwedonot generate sufficienttaxable income in the
aggregateoverthe term of theTRA to utilizethe taxbenefits,thenwewouldnot be requiredtomakethe relatedTRA Payments.
Therefore, we onlyrecognize aliabili ty forTRA payments if we determinethatitisprobablethatwewillgeneratesufficientfuture
taxableincomeoverthe term of theTRA to utilizethe relatedtax benefits.Estimating future taxableincomeisinherently uncertain
andrequiresjudgment. In projectingfuturetaxable income,weconsiderour historical results andincorporatecertain assumptions,
including projected revenue growth,and operating margins, amongothers. Thereisnomaximum term forthe TRAand theTRA will
continue until allsuchtax benefits have been utilized or expiredunlessweexerciseour right to terminatethe TRAfor an agreed-upon
amount equaltothe estimatedpresent valueofthe remainingpaymentstobemadeunderthe agreement(calculatedwithcertain
assumptions,including as to utilizationofthe taxattributes).
Upon redemption or exchange of common units in Bumble Holdings,werecord aliability relatingtothe obligationifwebelieve that
it is probablethatwewouldhavesufficientfuturetaxable income to utilizethe relatedtax benefits.Ifwedetermine in thefuturethat
we will not be able to fullyutilizeall or part of therelated taxbenefits, we wouldderecognize anyportion of theliability relatedtothe
benefits not expected to be utilized.Additionally, we estimate theamount of TRAPaymentsexpected to be paid within thenext12
months andclassify this amount as current on our consolidated balancesheets. To theextentour estimate differs fromactualresults,
we mayberequiredtoreclassify portions of our liabilitiesunderthe TRAbetween current andnon-current.
TheCompany is entitledtocertain depreciationand amortizationdeductions as aresultofits allocable shareofexistingtax basis
acquiredinthe IPOand increasesinits allocableshare of existing basisand adjustmentstothe taxbasis of theassetsofBumble
Holdings as aresultofsales or exchangesinconnectionwith theorsubsequent to IPO. Thereissignificantexistingtax basisinthe
assets of Bumble Holdings as aresultofthe Sponsor Acquisition. Taxbenefits we anticipate beingabletorealizeare includedin
“Accruedexpenseand othercurrent liabilities.”The ability of thedeferredtax assets to be realized is evaluatedbased on allpositive
andnegativeevidence, including future reversalsofexistingtaxable temporarydifferences,projected future taxableincome, tax
planning strategies andrecentresults of operations.Wewill assess theability of thedeferredtax assets to be realized at each reporting
period, andachange in our estimate of our liabilityassociatedwith theTRA mayresultasadditionalinformationbecomesavailable,
including results of operations in future periods.Tothe extent that we determinethatweare able to realizethe taxbenefitsassociated
with thebasis adjustmentsand netoperatinglosses, we wouldrecord an additionalliability.
Foradditionalinformation around theTax Receivable Agreement, seeNote5,PayabletoRelated PartiesPursuant to aTax
ReceivableAgreement,within theauditedconsolidated financialstatementsincludedelsewhere in this AnnualReportonForm10-K.
AccountingPronouncements NotYet Adopted
Recently-issued accountingpronouncements that mayberelevanttoour operations but have not yetbeen adopted areoutlined in Note
2, Summary of Selected Significant AccountingPolicies,withinthe auditedconsolidated financialstatementsappearingelsewhere in
this AnnualReportonForm10-K.
70
Item 7A.Quantitativeand QualitativeDisclosures AboutMarketRisk
ForeignCurrencyExchangeRisk
We conductbusinessincertain foreign markets, primarily in theUnitedKingdomand theEuropean Union. Forthe yearsended
December31, 2023, 2022 and2021, revenue outside of NorthAmerica accounted for43.2%,39.5% and42.3% of consolidated
revenue,respectively. Ourprimary exposuretoforeign currencyexchange risk is theunderlying user’s functionalcurrencyother than
theU.S.Dollar, primarily theBritishPound andEuro. As foreigncurrencyexchange rateschange,translation of thestatementsof
operations of our internationalbusinessesintoU.S.dollars affectsyear-over-year comparability of operatingresults.The averageEuro
andBriti sh Pound versus theU.S.Dollarexchange rate was 2.6% and0.4%higher,respectively, in theyearendedDecember31, 2023
compared to theyear endedDecember31, 2022.
Historically,wehavenot hedgedany foreigncurrencyexposures. We have performed asensitivity analysis as of December31, 2023
and2022. Ahypothetical 10% change in BritishPound andEuro, relativetothe U.S. Dollar,wouldhavechangedrevenue by $22.5
millionand $18.2millionfor theyearsended December 31, 2023 and2022, respectively, with allother variablesheldconstant.This
accountsfor 2% of totalrevenue forbothyearsended December31, 2023 and2022. Ourcontinuedinternationalexpansionincreases
our exposuretoexchangeratefluctuations andasaresult such fluctuations couldhaveasignificantimpact on our future resultsof
operations.
Interest Rate Risk
At December31, 2023, we haddebtoutstanding with acarryingvalue of $620.9 million. With considerationofthe financialimpact of
our interest rate swaps, ahypothetical interest rate increaseof1%wouldhaveincreased interest expensefor thethree months ended
andyearendedDecember31, 2023 by $0.7 millionand $2.8 million, respectively, basedupon theoutstanding debt balances and
interest ratesineffectduringthatperiod. Borrowings underour Senior SecuredCreditFacilities bear interest at avariablemarketrate.
In ordertoreducethe financialimpactofincreases in interest rates, theCompany enteredintotwo interest rate swapsfor atotal
notionalamount of $350 milliononJune 22, 2020. Theeffectivedatefor theinterestrateswaps is June 30, 2020 andthe finalmaturity
date is June 30, 2024. Thefinancial impact of theinterestrateswaps is to fixthe variable interest rate elementon$350 millionofthe
long-term debt at arateof0.4008%.
In July 2017, theUK’sFinancial ConductAuthority,which regulatesLIBOR,announced that it intendedtophase out USDLIBOR
fornew loansbythe endof2021 andwouldstoppublishing USDLIBOR afterJune 30, 2023. Thediscontinuation, reform or
replacementofLIBOR mayresultinfluctuatinginterestrates,orhigherinterestrates,which couldhaveamaterialadverseeffect on
our interest expense. In March2023, in connectionwith aBenchmark Discontinuation Event, theCompany enteredintoAmendment
No.2tothe Original Credit Agreement(“AmendmentNo. 2”), whichprovidedfor thetransitionofthe benchmarkinterestratefrom
LIBORtothe Term SecuredOvernight FinancingRate(“SOFR”)pursuanttobenchmark replacementprovisions setforth in the
Original Credit Agreement. Pursuant to theterms of AmendmentNo. 2, effectivewith theinterestperiodbeginning March31, 2023,
LIBORwas replacedwithTermSOFR, aforward-looking term rate basedonSOFR, plus acreditspread adjustment of 0.10% with
respect to theTermLoans and0.00% with respect to loansunderthe Revolving Credit Facility (TermSOFRplussuchcreditspread
adjustment,“Adjusted Term SOFR”).All otherterms of theOriginalCreditAgreement unrelated to thebenchmark replacementand
its incorporationwereunchangedbyAmendment No.2.EffectiveMarch 31, 2023, allTermLoans outstanding arebearinginterest
basedonAdjustedTermSOFRand therewerenoRevolving Credit Loansoutstanding. In April2023, we amendedour interest rate
swapsexpiring in June 2024. Pursuant to this amendment, effectiveonMarch 31, 2023, thebenchmark referenceratewas transitioned
fromLIBOR to Term SOFR andthe variable interest rate elementon$350 million of thelong-term debt wasfixed at arateof
0.3299%.
71
Item 8. FinancialStatements andSupplementaryData
Report of IndependentRegistered Public AccountingFirmPCAOBID:42
To theShareholders andBoard of DirectorsofBumbleInc.
Opiniononthe FinancialStatements
We have auditedthe accompanying consolidated balancesheetsofBumbleInc.(theCompany) as of December 31, 2023 and2022,
therelated consolidated statements of operations,comprehensive operations,changesinequity andcashflows foreach of thethree
yearsinthe period endedDecember31, 2023, andthe relatednotes (collectivelyreferredtoasthe “consolidated financial
statements”).Inour opinion, theconsolidated financialstatementspresent fairly,inall material respects, thefinancial positionofthe
CompanyatDec ember31, 2023 and2022, andthe results of its ope rations andits cash flowsfor eachofthe threeyears in theperiod
endedDecember 31, 2023, in conformity with U.S. generally acceptedaccountingprinciples.
We also have audited, in accordance with thestandards of thePublic CompanyAccountingOversight Board(UnitedStates)
(PCAOB), theCompany's internal controloverfinancial reporting as of December31, 2023, basedoncriteriaestablishedinInternal
Control-Integrated Frameworkissued by theCommitteeofSponsoringOrganizations of theTreadwayCommission (2013 framework)
andour reportdated February 28, 2024 expressedanunqualifiedopinion thereon.
Basisfor Opinion
Thesefinancial statements arethe responsibility of theCompany's management.Our responsibility is to expressanopinion on the
Company’sfinancial statements basedonour audits.Weare apublic accountingfirmregisteredwiththe PCAOBand arerequiredto
be independent with respect to theCompany in accordance with theU.S.federal securitieslawsand theapplicable rulesand
regulations of theSecurities and Exchange Commission andthe PCAOB.
We conductedour audits in accordance with thestandardsofthe PCAOB.Thosestandardsrequire that we plan andperform theaudit
to obtainreasonableassuranceabout whetherthe financialstatementsare freeofmaterialmisstatement, whetherdue to error or fraud.
Ouraudits includedperformingprocedures to assess therisks of material misstatementofthe financialstatements, whetherdue to
errororfraud, andper formingproceduresthatrespond to thoserisks.Suchprocedures includedexamining, on atestbasis,evidence
regardingthe amountsand disclosuresinthe financialstatements. Ouraudits also includedevaluatingthe accountingprinciplesused
andsignificantestimatesmadebymanagement, as well as evaluating theoverall presentationofthe financialstatements. We believe
that our audits provide areasonablebasis forour opinion.
Critical AuditMatter
Thecritical auditmattercommunicatedbelow is amatterarising from thecurrent period auditofthe financialstatementsthatwas
communicated or requiredtobecommunicated to theauditcommitteeand that:(1) relatestoaccountsordisclosures that arematerial
to thefinancial statements and(2) involvedour especially challenging, subjective, or complexjudgments.The communicationofthe
critical auditmatterdoesnot alterinany wayour opinion on theconsolidated financialstatements, takenasawhole, andweare not,
by communicatingthe critical auditmatterbelow,providing separate opinion on thecritical auditmatteroronthe account or
disclosurestowhich it relates.
Measurementofthe TaxReceivableAgreement Liabili ty
Descriptionofthe Matter
As discussedinNote5of theconsolidated financialstatements, theCompany hasaTaxReceivable
Agreement(“TRA”) with certain currentand historical holders of LimitedPartnership (“LP”)
interests, whichisacontractualcommitment to pay85% of anytax benefits,realized or deemed to be
realized by theCompany, to theparties to theTRA.The TRApaymentsare contingent upon, among
otherthings,the generation of future taxableincomebythe Companyoverthe term of theTRA.The
TRAisalsoimpacted by exchangesofLPinterests forsharesofClass ACompany’sCommonStock.
At December31, 2023, theCompany’sliability due to theholders of LP interestsunderthe TRAwas
$430 million, basedonmanagement’sassessment of theprobability of achieving sufficientfuture
taxableincometorealize thebenefit.
Auditingmanagement’saccount ingfor theTRA liability is especially complexand judgmentalasthe
Company’scal culationofthe TRAliability requiresthe Companytotimelyidentifyall historical basis
differences andsubsequent adjustmentsrelated to exchangesand relatedTRA payments.Italso
requiresestimates of theCompany’sfuturequalifiedtaxable income overthe term of theTRA as a
72
basistodetermineifthe relatedtax benefits areexpected to be realized.Significantchangesin
estimatescouldhaveamaterial effect on theCompany’sresults of operations.
HowWe
Addressedthe
MatterinOur
Audit
We obtainedanunderstanding, evaluatedthe design andtestedthe operating effectivenessofinternal
controls overmanagement’scalculation of TRAliability.For example, we tested controls over
management’s inputsand review of such inputsutilized in theTRA liability calculation, including
exchanges, taxbasis andestimatedtaxable income.
We tested themeasurement of theCompany’sTRA liabilitybyperformingauditprocedures that
included, among others,recalculatingthe Company’sshare of thetax basisinthe netassetsofthe LP
andtesting thecalculation of theoutside basisadjustments as aresultofexchangesand TRApayments
giventhattheyimpactthe TRAliability.Totestthe Company’sestimate of sufficientfuturetaxable
income to realizethe taxbenefits, we evaluatedthe assumptions used by management to developthe
projections of future taxableincome. Forexample,wecomparedmanagement’sprojections of future
taxableincomewiththe actualresults of priorperiods,aswellasmanagement’sconsiderationof
current industryand economic trends.Werecalculatedthe TRAliability andcomparedthe calculation
of theTRA liability to theterms setout in theTRA.
/s/Ernst &YoungLLP
We have served as theCompany’sauditorsince 2020.
Austin,Texas
February 28, 2024
73
Report of IndependentRegistered Public AccountingFirmPCAOBID:42
To theShareholders andBoard of DirectorsofBumbleInc.
OpiniononInternalControl Over FinancialReporting
We have auditedBumbleInc.’sinternalcontrol overfinancial reporting as of December31, 2023, basedoncriteriaestablishedinthe
Internal Control—Integrated Frameworkissued by theCommitteeofSponsoringOrganizations of theTreadwayCommission (2013
framework)(theCOSOcriteria).Inour opinion, Bumble Inc. (the Company) maintained,inall material respects,effectiveinternal
controloverfinancial reportingasofDecember31, 2023, basedonthe COSO criteria.
We also have audited, in accordance with thestandards of thePublic CompanyAccountingOversight Board(UnitedStates)
(PCAOB), theconsolidated balancesheetsofthe CompanyasofDecember31, 2023 and2022, therelated consolidated statements of
operations,comprehensive operations,changesinequityand cashflows foreach of thethree yearsinthe period endedDecember31,
2023, andthe relatednotes andour reportdated February 28, 2024, expressedanunqualifiedopinion thereon.
Basisfor Opinion
TheCompany’smanagementisresponsible formaintaining effectiveinternalcontroloverfinancial reporting andfor its assessmentof
theeffectivenessofinternalcontroloverfinancial reportingincludedinthe accompanying Management’s ReportonInternalControl
Over FinancialReporting. Ourresponsibility is to expressanopinion on theCompany’sinternalcontroloverfinancial reportingbased
on our audit. We areapublic accountingfirmregisteredwiththe PCAOB andare requiredtobeindependent with respect to the
Companyinaccordance with theU.S.federal securitieslawsand theapplicable rulesand regulations of theSecuritiesand Exchange
Commissionand thePCAOB.
We conductedour auditinaccordance with thestandardsofthe PCAOB.Thosestandardsrequire that we plan andperform theaudit
to obtainreasonableassuranceabout whethereffectiveinternalcontroloverfinancial reportingwas maintained in allmaterialrespects.
Ourauditincludedobtaining an understanding of internal controloverfinancial reporting, assessing theriskthatamaterial weakness
exists,testing andevaluatingthe design andoperatingeffectivenessofinternalcontrolbased on theassessed risk,and performingsuch
otherprocedures as we considered necessaryinthe circumstances.Webelieve that our auditprovidesareasonablebasis for our
opinion.
Definition andLimitations of Internal ControlOverFinancial Reporting
Acompany’sinternalcontroloverfinancial reportingisaprocessdesignedtoprovide reasonableassurance regardingthe reliability of
financialreportingand thepreparation of financialstatementsfor external purposes in accordance with generally acceptedaccounting
principles.Acompany’sinternalcontroloverfinancial reporting includesthosepoliciesand procedures that (1)pertain to the
maintenanceofrecords that,inreasonabledetail, accurately andfairlyreflect thetransactions anddispositions of theassetsofthe
company; (2)provide reasonableassurance that transactions arerecordedasnecessary to permit preparationoffinancial statements in
accordance with generally accepted accountingprinciples, andthatreceiptsand expendituresofthe companyare beingmadeonlyin
accordance with authorizations of management anddirectorsofthe company; and(3) provide reasonableassuranceregarding
prevention or timely detectionofunauthorized acquisition, use, or dispositionofthe company’sassets that couldhaveamaterial
effect on thefinancial statements.
Because of itsinherent limitations,internalcontrol overfinancial reportingmay not preventordetect misstatements. Also,projections
of anyevaluationofeffectivenesstofutureperiods aresubject to theriskthatcontrols maybecome inadequate because of changesin
conditions,orthatthe degree of compliancewith thepoliciesorprocedures maydeteriorate.
/s/Ernst &YoungLLP
Austin,Texas
February 28, 2024
74
Bumble Inc.
Consolidated BalanceSheets
(inthousan ds,exceptshare andper shareinformation)
December31,
2023
December31,
2022
ASSETS
Cash andcashequivalents $ 355,642 $ 402,559
Accountsreceivable,net 102,677 66,930
Othercurrent assets 34,732 31,882
Totalcurrent assets 493,051 501,371
Right-of-use assets 15,425 17,419
Propertyand equipment, net 12,462 14,467
Goodwill 1,585,750 1,579,770
Intangibleassets,net 1,484,290 1,524,428
Deferredtax assets,net 27,029 24,050
Othernoncurrent assets 7,120 31,116
Totalassets $ 3,625,127 $ 3,692,621
LIABILITIESAND SHAREHOLDERS'EQUITY
Accountspayable $ 4,611 $ 3,367
Deferredrevenue 48,749 46,108
Accruedexpenses andother current liabilities 185,799 156,443
Current portion of long-term debt,net 5,750 5,750
Totalcurrent liabilities 244,909 211,668
Long-term debt,net 615,176 619,223
Deferredtax liabilities, net 5,673 8,077
Payabletorelated partiespursuanttoataxreceivableagreement 407,389 385,486
Otherlong-term liabilities 14,707 14,588
Totalliabilities $ 1,287,854 $ 1,239,042
Commitmentsand contingencies(Note 19)
Shareholders’equity:
ClassAcommonstock (par value$0.01 pershare,6,000,000,000 shares
authorized;138,520,102 shares issued and130,687,629 shares outstanding as of December31,
2023; 129,774,299 shares issued and outstanding as of December31, 2022) 1,385 1,298
ClassBcommonstock (par value$0.01 pershare,1,000,000 shares authorized;20shares
issued andoutstanding as of December31, 2023 andDecember31, 2022, respectively)
Preferredstock (par value$0.01; 600,000,000 shares authorized;nosharesissued and
outstanding as of December 31, 2023 andDecember 31, 2022, respectively)
Treasurystock (7,832,473 andnosharesasofDecember31, 2023 andDecember31, 2022,
respectively) (73,764)
Additionalpaid-in capital 1,772,449 1,691,911
Accumulateddeficit (144,084) (139,871)
Accumulatedother comprehensiveincome 79,029 74,477
TotalBumbleInc.shareholders’equity 1,635,015 1,627,815
Noncontrolling interests
702,258 825,764
Totalshareholders’equity 2,337,273 2,453,579
Totalliabilitiesand shareholders’equity $ 3,625,127 $ 3,692,621
Theaccompanying notes areanintegralpartofthese consolidated financialstatements.
75
Bumble Inc.
Consolidated Statements of Operations
(inthousan ds,exceptper sharedata)
Year Ended
December31,
2023
Year Ended
December31, 2022
Year Ended
December31,
2021
Revenue $ 1,051,830 $ 903,503 $ 760,910
Operatingcosts andexpenses:
Cost of revenue 307,835 249,490 205,573
Selling andmarketing expense 270,380 249,269 211,711
Generaland administrativeexpense 221,649 308,855 257,489
Productdevel opm entexpense 130,565 109,020 113,764
Depreciationand amortizationexpense 68,028 89,713 107,056
Totaloperating costsand expenses 998,457 1,006,347 895,593
Operating earnings (loss) 53,373 (102,844 ) (134,683)
Interest income (expense),net (21,534) (24,063) (24,574)
Otherincome(expense),net (26,537) 16,189 3,160
Income (loss) before income taxes 5,302 (110,718) (156,097)
Income taxbenefit (provision) (7,170) (3,406) 437,837
Netearnings(loss) (1,868) (114,124 ) 281,740
Netearnings (loss) attributable to noncontrolling interests
2,345 (34,378 ) (28,075)
Netearnings (loss) attributable to Bumble Inc. shareholders
$ (4,213) $ (79,746) $ 309,815
Netearnings(loss) pershare attributable to Bumble Inc. shareholders
Basicearnings (loss) pershare $ (0.03) $ (0.62) $ 1.50
Dilutedearnings (loss) pershare $ (0.03) $ (0.62) $ 1.45
Theaccom panying notes areanintegralpartofthese consolidated financialstatements.
76
Bumble Inc.
Consolidated Statements of Comprehensive Operations
(inthousan ds)
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Netearnings (loss)
$ (1,868) $ (114,124) $ 281,740
Othercomprehensive income (loss),net of tax:
Change in foreigncurrencytranslationadjustment 6,230 (6,262) (2,710)
Totalother comprehensiveincome(loss),net of tax 6,230 (6,262) (2,710)
Comprehensiveincom e(loss) 4,362 (120,386) 279,030
Comprehensiveincom e(loss) attributable to noncontrolling
interests 4,023 (36,514) (29,026)
Comprehensiveincom e(loss) attributable to Bumble Inc. shareholders $ 339 $ (83,872) $ 308,056
Theaccom panying notes areanintegralpartofthese consolidated financialstatements.
77
BumbleI
nc.
Consolidated Statements of ChangesinEquity
(inthousan ds,exceptshare amounts)
ClassA
CommonStock
ClassB
CommonStock
Additional
Paid-in
Treasury
Stock Accumulated
Accumulated
Other
Comprehensive
TotalBumbleInc.
Shareholders' Noncontrolling
Total
Shareholders’
Shares Amount Shares Amount Capital Shares Amount Deficit Income Equity Interests Equity
BalanceasofDecember31, 2022 129,774,299 $ 1,298 20 $
$ 1,691,911
$
$ (139,871) $ 74,477 $ 1,627,815 $ 825,764 $ 2,453,579
Netearnings (loss)
(4,213)
(4,213) 2,345 (1,868)
Stock-basedcompensationexpense
10,128
10,128 97,057 107,185
Impact of TaxReceivableAgreement due to
exchangesofCommonUnits
(32,733)
(32,733) (1,757) (34,490)
Cancellationofrestrictedshares (13,935)
(51)
(51) 51
Restricted stockunits issued,net of shares
withheld fortaxes
1,251,201 13
(6,236)
(6,223) (10,691) (16,914)
Exchange of CommonUnits forClass Acommon
stock
7,508,537 74
109,430
109,504 (109,504)
Distributiontononcontrolling interest holders
(19,310) (19,310)
Sharerepurchases
7,832,473 (73,764)
(73,764) 291 (73,473)
Purchase of CommonUnits
(83,666) (83,666)
Othercomprehensive income (loss),net of tax
4,552 4,552 1,678 6,230
BalanceasofDecember31, 2023 138,520,102 $ 1,385 20 $
$ 1,772,449 7,832,473 $ (73,764) $ (144,084) $ 79,029 $ 1,635,015 $ 702,258 $ 2,337,273
78
BumbleI
nc.
Consolidated Statements of ChangesinEquity
(inthousan ds,exceptshare amounts)
ClassA
CommonStock
ClassB
CommonStock
Additional
Paid-in
Treasury
Stock Accumulated
Accumulated
Other
Comprehensive
TotalBumble
Inc.
Shareholders'
Noncontrolling
Total
Shareholders’
Shares Amount Shares Amount Capital Shares Amount Deficit Income Equity Interests Equity
BalanceasofDecember31, 2021 129,212,949 $ 1,292 20 $
$ 1,588,426
$
$ (60,125) $ 78,603 $ 1,608,196 $ 861,573 $ 2,469,769
Netearnings (loss)
(79,746)
(79,746) (34,378) (114,124)
Stock-basedcompensationexpense
113,994
113,994
113,994
Impact of TaxReceivableAgreement
due to exchangesofCommonUnits
(200)
(200)
(200)
Cancellationofrestrictedshares (33,272)
(292)
(292) 292
Restricted stockunits issued,net of
shares withheld fortaxes
509,742 5
(10,932)
(10,927) 1,329 (9,598)
Exchange of CommonUnits forClass A
commonstock
84,880 1
915
916 (916)
Othercomprehensive income (loss),net
of tax
(4,126) (4,126) (2,136) (6,262)
BalanceasofDecember31, 2022 129,774,299 $ 1,298 20 $
$ 1,691,911
$
$ (139,871) $ 74,477 $ 1,627,815 $ 825,764 $ 2,453,579
79
BumbleI
nc.
Consolidated Statements of ChangesinEquity
(inthousan ds,exceptshare amounts)
Limited
Partners'
ClassA
CommonStock
ClassB
CommonStock
Additional
Paid-in
Treasury
Stock Accumulated
Accumulated
Other
Comprehensive Noncontrolling
Total
Shareholders’
/Owners'
Equity Shares Amount Shares Amount Capital Shares Amount Deficit Income Interests Equity
BalanceasofJanuary 1, 2021 $ 1,903,121
$
100 $
$
$
$ 695 $ 176,244 $ 806 $ 2,080,866
Acquisitionofnoncontrollinginterests 806
(806)
Netearnings priortoReorganizationTransactions
370,635
370,635
Stock-basedcompensationexpense 11,587
11,587
Effect of theReorganizationTransactions (asadjusted) (2,286,149) 82,642,374 826
1,075,019
(95,882) 1,306,186
RetirementofClass Bcommonstock
(80)
Issuance of ClassAcommonstock sold in theinitial
public offering, netofoffering costs
57,500,000 575
2,236,787
121,009 2,358,371
'PurchaseofClass ACommonStock in theinitialpublic
offering
24,798,848 (1,018,365)
(1,018,365)
Purchase of CommonUnits fromPre-IPOCommon
Unitholders in theinitial public offering
(609,489)
(363,800) (973,289)
Vested Incentive Units
(6,385)
6,385
Issuance of Founderloancommonunits
(29,034)
29,034
Equity plan modificationfromliability to equity settled
due to Reorganization
22,107
22,107
Impact of TaxReceivable Agreementdue to exchangesof
CommonUnits
(387,669)
(387,669)
Stock-basedcompensationexpense
105,254
105,254
Retirementoftreasurystock
(24,798,848) (248)
(1,018,117) (24,798,848) 1,018,365
Cancellationofrestrictedshares
(178,806) (1)
(2,146)
2,147
Exercise of options
12,668
734
(189) 545
Restricted stockunits issued,net of shares withheld for
taxes
235,148 2
(5,227)
(3,443) (8,668)
Exchange of CommonUnits forClass Acommonstock
13,800,413 138
206,592
(206,730)
Netlosssubsequent to ReorganizationTransactions
(60,820)
(28,075) (88,895)
Othercomprehensive loss, netoftax
(1,759) (951) (2,710)
BalanceasofDecember31, 2021 $
129,212,949 $ 1,292 20 $
$ 1,588,426
$
$ (60,125) $ 78,603 $ 861,573 $ 2,469,769
Theaccompanying notes areanintegralpartofthese consolidated financialstatements.
80
Bumble Inc.
Consolidated Statements of Cash Flows
(inthousan ds)
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Cash flowsfromoperating activities:
Netearnings (loss)
$ (1,868) $ (114,124) $ 281,740
Adjustmentstoreconcile netearnings (loss) to netcashprovided
by (usedin) operatingactivities:
Depreciationand amortizationexpense 68,028 89,713 107,056
Impairment loss
145,388 26,431
Gain on settlementoflease liabilities
(2,140)
Loss on extinguishment of long term debt
3,398
Changesinfairvalue of interest rate swap 13,806 (17,086) (6,593)
Changesinfairvalue of contingent earn-out liability (29,569) (47,134) 55,900
Taxreceivableagreement liabilityremeasurementexpense 10,341 5,332 1,112
Non-cashleaseexpense 3,518 4,539 5,438
Deferredincometax (7,166) (5,454) (448,395)
Stock-basedcompensationexpense 104,338 111,008 123,910
Netforeign exchange difference 923 (3,362) 11,642
Other, net 11,065 1,189 (326)
Changesinassets andliabilities:
Accountsreceivable (36,031) (20,723) (9,953)
Othercurrent assets (2,920) 22,964 24,328
Accountspayable 1,775 (13,997) (3,531)
Deferredrevenue 2,593 5,889 8,654
Legalliabilities 45,240 11,995 (46,377)
Leaseliabilities (3,930) (5,984) (5,464)
Accruedexpenses andother current liabilities 1,485 (34,991) (25,081)
Other, net 458 (81) 948
Netcashprovidedby(used in)operating activities 182,086 132,941 104,837
Cash flowsfrominvesting activities:
Capitalexpenditures (14,935) (16,333) (13,653)
Acquisitionofbusiness, netofcashacquired (9,820) (69,720)
Other, net
1,169
Netcashprovidedby(used in)investing activities (24,755) (86,053) (12,484)
Cash flowsfromfinancing activities:
Proceedsfromissuance of ClassAcommonstock sold in initialpublic offering, netofoffering costs
2,358,371
Payments to purchaseand retirecommonstock
(1,018,365)
Purchase of CommonUnits fromPre-IPO Common Unitholders
in theinitialpublic offering
(973,289)
Proceedsfromexerciseofoptions
545
Repaymentoftermloan (5,750) (5,750) (206,438)
Distributions paid to noncontrolling interest holders (19,310)
Sharerepurchases (112,830)
Purchase of CommonUnits (44,309)
Withholding taxpaidonbehalfofemployees on stock-basedawards (16,692) (9,204) (9,338)
Netcashprovidedby(used in)financing activities (198,891) (14,954) 151,486
Effectsofexchange rate changesoncashand cashequivalents (6,280) 5,933 (2,950)
Netincrease (decrease) in cash andcashequivalents andrestrictedcash (47,840) 37,867 240,889
Cash andcashequivalentsand restricted cash, beginning of theperiod 407,042 369,175 128,286
Cash andcashequivalents andrestrictedcash, endofthe period $ 359,202 $ 407,042 $ 369,175
Less restricted cash (3,560) (4,483)
Cash andcashequivalents,end of theperiod $ 355,642 $ 402,559 $ 369,175
Theaccom panying notes areanintegralpartofthese consolidated financialstatements.
81
Bumble Inc.
Notestothe Consolidated FinancialStatements
Note 1-Organizationand BasisofPresentation
CompanyOverview
Bumble Inc.’s main operations areproviding onlinedatingand social networking applications through subscription andin-app
purchases of products servicingNorth America, Europe andvarious othercountries around theworld.BumbleInc.providesthese
services through websites andapplications that it owns andoperates.
Bumble Inc. (the “Company” or “Bumble”) wasincorporated as aDelawarecorporationonOctober5,2020 forthe purposeof
facilitatinganini tialpublic offering(“IPO”) andother relatedtransactions in ordertooperate thebusinessofBuzzHoldings L.P.
(“Bumble Holdings”) andits subsidiaries.
Priortothe IPOand theReorganizationTransactions,BumbleHoldings L.P. (“Bumble Holdings”),aDelaware limitedpartnership,
wasformedprimarily as avehicle to financethe acquisition (the “Sponsor Acquisition”)ofamajority stakeinWorldwide Vision
Limitedbyagroup of investment funds managedbyBlackstone Inc. (“Blackstone”orour “Sponsor”).AsBumbleHoldings didnot
have anyprevious operations,Worldwide Vision Limited,aBermuda exempted limitedcompany, is viewed as thepredecessorto
Bumble Holdings andits consolidated subsidiaries.
On February 16, 2021, theCompany completedits IPOof57.5 millionsharesofClass Acommonstock at an offering priceof$43.00
pershare andreceivednet proceedsof$2,361.2 million afterdeducting underwritingdiscountsand commissions.The Companyused
theproceedsfromthe issuance of 48.5 millionshares($1,991.6 million) to redeem shares of ClassAcommonstock andpurchase
limitedpartnership interestsofBumbleHoldings (“CommonUnits”) fromentitiesaffiliatedwith our Sponsor,atapriceper share/
CommonUnitequaltothe IPOprice,net of underwritingdiscountsand commissions.
In connectionwith theIPO,the organizationalstructure wasconverted to an umbrella partnership-C-CorporationwithBumbleInc.
becoming thegeneral partnerofBumbleHoldings.The ReorganizationTransactions were accounted forasatransactionbetween
entitiesundercommoncontrol. As aresult, thefinancial statements forperiods subsequent to theSponsor Acquisitionand priortothe
IPOand theReorganizationTransactions have been adjusted to combinethe previously separate entitiesfor presentation purposes.As
thegeneral partner, Bumble Inc. operatesand controls allofthe businessand affairs, andthrough Bumble Holdings andits
subsidiaries,conducts thebusiness. Bumble Inc. consolidates Bumble Holdings in its consolidated financialstatementsand reports a
noncontrollinginterestrelated to theCommonUnits held by thepre-IPOcommonunitholders andthe incentive units held by the
continuing incentive unitholders in theconsolidated financialstatements.
Assumingthe exchange of alloutstanding CommonUnits forsharesofClass Acommonstock on aone-for-one basisunderthe
exchange agreemententered into by holders of CommonUnits,there wouldbe178,932,121 shares of ClassAcommonstock
outstanding (which doesnot reflect anysharesofClass Acommonstock issuable in exchange foras-converted Incentive Units or
upon settlement of certain otherinterests)asofDecember31, 2023.
Allreferences to the“Company”,“we”, “our”or“us”inthisreport aretoBumbleInc.
SecondaryOfferings
On September15, 2021, theCompany completedasecondary offering of 20.70 million shares of ClassAcommonstock on behalf of
certain sellingstockholders affiliatedwith Blackstone (the “Blackstone SellingStockholders”) at aprice of $54.00 pershare.This
transactionresultedinthe issuance of 9.2 millionsharesofClass Acommonstock forthe period endedSeptember 30, 2021.
On March8,2023, theCompany completedasecondary offering of 13.75 millionsharesofClass Acommonstock on behalf of the
Blackstone SellingStockholders andthe Founderatapriceof$22.80 pershare.Thistransactionresultedinthe issuance of 7.2 million
shares of ClassAcommonstock forthe period endedMarch 31, 2023.
Bumble didnot sell anysharesofClass Acommonstock in thesecondary offerings anddid not receive anyofthe proceedsfromthe
sales. Bumble paid thecosts associated with thesales of shares by theBlackstone SellingStockholders andthe Founder, netofthe
underwritingdiscounts.
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BasisofPresentationand Consolidation
TheCompany prepares theconsolidated financialstatementsinaccordance with U.S. generallyacceptedaccountingprinciples
(“GAAP”).The consolidated financialstatementsinclude thefin ancial statements of theCompany, allentitiesthatare wholly-owned
by theCompany andall entitiesinwhich theCompany hasacontrollingfinancial interest.All intercompany transactions andbalances
have been eliminated.
Anoncontrolling interest in aconsolidated subsidiary represents theportion of theequity (net assets)inasubsidiary not attributable,
directly or indirectly,tothe Company. Noncontrollinginterests arepresented as aseparatecomponent of equity in theconsolidated
balancesheetsand thepresentationofnet income is modified to presentearnings andother comprehensiveincomeattributed to
controllingand noncontrolling interests. TheCompany’s noncontrolling interest represents substantiveprofit-sharingarrangements
andprofitand lossesare attributable to controllingand noncontrollinginterests usinganattributionmethod.
Statements of ChangesinEquityReclassification
In thesecond quarter of 2023, theCompany adjusted balances within its Consolidated Statements of ChangesinEquity to correct the
allocationofstock-based compensationof$75.5 millionfromadditionalpaid-in capitaltononcontrollinginterests.Thisamount
relatestoadjustmentstoadditionalpaid-in capitaland noncontrollinginterests that hadbeenincorrectly presentedinthe consolidated
financialstatementsincludedwithinour previously filedQuarterly Reports on Form 10-Qfor thequartersendedMarch 31, 2021
through March31, 2023 andAnnualReports on Form 10-Kfor yearsendedDecember31, 2022 and2021. This classification
adjustment is recorded in “Stock-based compensation expense” within our Consolidated Statements of ChangesinEquity forthe year
endedDecember 31, 2023.
TheCompany concludedthe misclassificationtobeimmaterialtothe consolidated financialstatementsand noted that it hasnoimpact
on previously reportedconsolidated statements of operations,comprehensive operations,and cash flows.
Statements of Operations Reclassification
Beginning on January 1, 2023, theCompany reclassified certain employeeand non-employeerelated expenses,including stock-based
compensation, that supportengineering, data design andproductmanagement, as well as maintenanceand supportcosts for
technology infrastructure, in theConsolidated Statements of Operations to alignwithoperationalfunctions.Toconformtocurrent
year presentation, theCompany hasreclassified $10.4 millionand $7.8 million, respectively, forthe yearsendedDecember31, 2022
and2021 from“Generaland administrative expense” to “Productdevelopmentexpense”. In addition, theCompany hasreclassified
$0.4 millionfor theyear endedDecember31, 2021 from“Generaland administrativeexpense” to “Costofrevenue”.
Certainprior year amountshavebeen reclassified to conformtothe current year presentation.
Note 2-Summary of Selected SignificantAccountingPolicies
UseofEstimates
Thepreparationoffinancial statements in conformity with GAAPrequiresmanagementtomakecertain judgments,estimatesand
assumptions that affect thereportedamountsofassetsand liabilities, revenuesand expenses.The Company’ssignificant estimates
relate to businesscombinations,asset impairments,potentialobligations associated with legalcontingencies, thefairvalue of
contingent consideration, thefairvalue of derivatives, stock-basedcompensation, taxreceivableagreements,and income taxes.
Theseestimates arebased on management’s best estimatesand judgment. Actual results maydifferfromthese estimates.Estimates,
judgments andassumptions arecontinuously evaluatedand arebased on management’s experience andother factors, including
expectations of future events that arebelievedtobereasonableunderthe circumstances. Uncertaintyabout theseassumptions,
judgments andestimatescouldresultinoutcomesthatrequire amaterialadjustmenttothe carryingamount of assets or liabilities
affected in future periods.
Cash,CashEquivalents andRestrictedCash
Cash andcashequivalentsinclude cash in banks,cashonhand, cash in electronicmoneyaccounts, overnight deposits andinvestment
in moneymarketfunds.
As of December31, 2023 andDecember31, 2022, theCompany hasclassified thecashheldinRussiaasrestrictedcashdue to the
sanctions imposed by theRussia-UkraineConflict,which is includedin“Othernoncurrent assets”within theaccompanying
consolidated balancesheets.
83
AccountsReceivable
Accountsreceivable arerecordednet of an allowancefor credit losses, potentialchargebacksand refunds issued to users. Theamount
of this allowanceisprimarily basedupon historical experience andfutureeconomic expectations.The Companymaintains an
allowancefor expected credit lossestoprovide forthe estimatedamount of accountsreceivablethatwillnot be collected.The
Companydetermines if an allowanceisneededbyconsideringanumber of factors, including theCompany’sprevious loss history, the
lengthoftime accountsreceivableare past due,the specificcustomer’s abilitytopay theobligationtothe Company, reasonableand
supportableforecasts of future economic conditions,and thecurrent economic conditionofthe generaleconomy. As of December31,
2023 and2022, theCompany hadanallowance forcreditlossesof$0.6 millionand $0.5 million, respectively.
ConcentrationofCreditRisk
Financialinstruments,which potentiallysubject theCompany to concentrationofcreditrisk, consistprimarily of cashand cash
equivalentsand accountsreceivable. Cash andcashequivalents areprincipally maintained with majorfinancial institutions,which
management assessestobeofhighcreditquality, in ordertolimit exposureofinvestments. TheCompany hasnot experiencedany
lossesonthese deposits.
TheCompany’saccountsreceivablebalances arepredominantly with third-partyaggregatorsand theseare subject to normalcredit
riskswhich management believes to be not significant. As of December31, 2023 andDecember31, 2022, twothird partyaggregators
accounted forapproximately 94% and90% of theCompany’sgross accountsreceivable, respectively.
Leases
Company as alessee
UnderFinancial AccountingStandards Board(“FASB”)ASC Topic842, Leases,(“ASC 842”), theCompany determines whetheran
arrangement is or contains aleaseatcontract inception. Right-of-use assets andleaseliabilities, whichare disclosedonthe
consolidated balancesheets, arerecognized atthe commencementdateofthe leasebased on thepresent valueofthe leasepayments
overthe leasetermusing theCompany’s incrementalborrowing rate on theleasecommencementdate. If theleasecontains an option
to extend theleaseterm, therenewal optionisconsideredinthe leasetermifitisreasonablycertain that theCompany will exercise
theoption. Operatinglease expenseisrecognizedonastraight-linebasis overthe term of thelease.Variablelease payments consist
primarily of servicecharges,operatingexpenses,and taxes, whichare expensed as incurredand not includedinthe recognitionof
ROUassets andrelated leaseliabilities.Short-termleases, definedasleases with an initialtermoftwelvemonths or less, arenot
recorded on theconsolidated balancesheets.
Company as alessor
Amountsdue fromlessees underfinance leases are recorded as receivablesatthe amount of theCompany’sleasereceivable. Finance
leaseincomeisallocated to accountingperiods so as to reflect aconstant periodicrateofreturnonthe Company’sleasereceivable.
Amountsdue fromlessees underoperatingleasesare recorded as receivablesatthe amount of theCompany’sleasereceivable.
Rental income fromoperatingleases is recognized on astraight-linebasis overthe term of thelease.
Propertyand Equipment, net
Propertyand equipment, netisstatedatcostlessaccumulateddepreciationand accumulated impairment,ifany. Cost of maintenance
andrepairs that do not improve or extend thelives of therespectiveassets areexpensed as incurred.
Depreciationiscalcu latedonastraight-linebasis overthe estimatedusefullives of theassets, as follows:
Leaseholdimprovements Lesser of leasetermorusefullife
Furniture andfixtures 4years
Computer equipment 3years
Internal-Use Software
TheCompany incurs coststodevelop software to be used solely to meet internal needsand applications used to deliver itsservices.
Thesesoftwaredevelopmentcosts meet thecriteriafor capitalizationoncethe preliminaryproject stageiscompleteand it is probable
that theproject will be completed, andthe software will be used to perform thefunctionintended. Costscapitalized duringthe
applicationdevelopmentstage include salaries,benefits,bonus,stock-based compensation, andtaxes foremployees whoare directly
involvedinthe developmentofnew products or features,direct costsofmaterials andservices incurredindeveloping or obtaining
internal-use software andinterestcosts incurred, if applicable.Costs associated with postimplementationactivitiesare expensed as
incurred.
84
Capitalized software developmentcosts areclassified as intangibles,net on theconsolidated balancesheets. Thecostofinternal-use
software is amortized on astraight-linemethod overthe estimatedusefullifeofthe applicable software whichistypically threeyears.
During theyears endedDecember31, 2023, 2022 and2021, theCompany recorded $4.7 million, $1.9 millionand $0.4 millionof
internal-use software amortization, respectively.
TheCompany hassoftwareapplications that arecloud-basedhostingarrangementswith servicecontracts. TheCompany accountsfor
costsincurredinconnectionwiththe implementationofthese various software systemsunderASU 2018-15, Intangibles—Goodwill
and Other-Internal UseSoftware(Subtopic350-40):Customer’sAccountingfor ImplementationCosts IncurredinaCloud
ComputingArrangement That is aService Contract.Costs that areincurredinthe planning andpost-implementationoperation stages
areexpensed as incurred. Capitalized costsare amortized on astraight-linebasis overthe contract terms. TheCompany starts
amortizing capitalized implementation costswhenthe systemsare placed in productionand readyfor theirintendeduse.
ImpairmentofLong-lived Assets
Long-lived assets,which primarily consistofpropertyand equipmentand right-of-use assets,are reviewed forimpairmentwhenever
events or circumstances indicatethatthe carryingvalue of an assetmay not be recoverable. Thecarryingvalue of along-lived assetis
not recoverableifitexceedsthe sumofthe undiscounted cashflows expected to result fromthe useand eventual dispositionofthe
asset. If thecarryingvalue is deemed not to be recoverable, an impairmentlossisrecorded equaltothe amount by whichthe carrying
valueofthe long-lived as setexceedsits fair value. Theremaining estimated useful livesofpropertyand equipmentand right-of-use
assets areroutinelyreviewedand,ifthe estimate is revised, theremaining unamortized balanceisamortized or depreciatedoverthe
revisedestimated useful life.See Note 9, Restructuring,for additionalinformation on impairment.
Business Combination
TheCompany accountsfor businesscombinations usingthe acquisition method of accounting. Thepurchaseprice is allocated to the
assets acquiredand liabilitiesassumed,including identifiable intangibleassets,based on theirfairvaluesatthe date of acquisition,
with theexceptionofcontract assets andcontract liabilitiesfromcontractswith customers. On January 1, 2022, theCompany adopted
ASU2021- 08, Business Combinations (Topic 805):Accountingfor Contract Assets and Contract LiabilitiesfromContractswith
Customers,underwhich theCompany recognizes and measures revenue contract assets andcontract liabilities(including deferred
revenue)acquiredinabusinesscombination on theacquisitiondateasifthe revenue contractswereoriginatedbythe Companyin
accordance with ASC606, Revenue from Contractswith Customers.The adoptionofASU 2021-08 didnot have amaterialimpactto
theCompany'sconsolidated financialposition, resultsofoperations andcashflows.Any excessofthe amount paid overthe fair
values of theident ifiablenet assets acquiredisallocatedtogoodwill. Thesefairvalue determinations require judgmentand involve the
useofsignificant estimatesand assumptions,including assumptions with respect to future cashinflows andoutflows, discount rates,
assetlives andmarketmultiples, among otheritems.
TheCompany hasentered into contingent earn-out arrangementsthatweredetermined to be part of thepurchaseconsiderationin
connectionwith businessacquisitions.The Companyclassifiedthe arrangementsasaliability at thetime of therelevantacquisition,
as it will be settledincash, andreflected thechangeinthe liability at its current fair valuefor eachsubsequent reportingperiod
thereafter until settled. Thechangesinthe remeasured fair valueofthe relevant contingent earn-out liabilitiesduringeachreporting
period is recognized in “General andadministrativeexpense” in theaccompanying consolidated statements of operations.See Note 6,
Business Combination,for additionalinformation.
Transactioncosts associated with businesscombinations areexpensed as incurred.
Goodwill
Goodwill is theexcessofcostoverthe fair valueofnet assets acquired. Goodwill is not amortized but tested forimpairmentannually
as of October1or more frequently if certaincircumstances indicate apossibleimpairmentmay exist.
TheCompany testsgoodwill forimpairmentatareportingunitlevel.The Companyperformsaqualitativeassessmenttodetermine
whetheritismorelikelythannot that thefairvalue of areportingunitislessthanits carrying value. Thequalitative assessment
includes, but is not limitedto, market andmacroeconomic conditions,costfactors, cash flows, changesinkey management personnel
andour shareprice.The result of this assessment determines whetheritisnecessary to perform aquantitativegoodwillimpairment
test.See Note 8, Goodwill and IntangibleAssets, net,for additionalinformation on goodwill impairment.
85
Intangible Assets,net
TheCompany testsintangibleassetsthatare not amortized (i.e., Bumble andBadoo brands)for impairmentatthe assetlevel.
Indefinite-lived intangibles are tested forimpairmentannuallyasofOctober1or more frequently if certain circumstances indicatea
possibleimpairmentmay exist. TheCompany performsaqualitativeassessmenttodeterminewhether it is more likely than not that
thefairvalue of theasset is less than its carrying value. If we determinethatitismorelikelythannot that theintangibleassetis
impaired, we perform aquantitativeassessmentbycomparing thefairvalue of theassetwith itscarryingamount.Ifthe fair value,
whichisbased on future cashflows,exceedsthe carrying value, theasset is not considered impaired.Ifthe carryingamount exceeds
thefairvalue,animpairmentlosswouldberecognized in an amount equaltothe excess of thecarryingamount of theasset overthe
fair valueofthe asset.
Intangibleassets with definite lives arereviewedfor impairmentwhenevereventsorcircumstances indicatethatthe carrying valueof
an assetmay not be recoverable. Thecarryingvalue of along-lived assetisnot recoverableifitexceeds thesum of theundiscounted
cashflows expected to result fromthe useand eventual disposition of theasset.Ifthe carryingvalue is deemed nottoberecoverable,
an impairment loss is recorded equaltothe amount by whichthe carryingvalue of thelong-lived assetexceedsits fair value. The
remainingestimatedusefullives of definite-lived intangibleassetsare routinelyreviewedand, if theestimate is revised, theremaining
unamortized balanceisamortized overthe revisedestimatedusefullife. SeeNote8,Goodwilland IntangibleAssets, net,for
additionalinformation on impairment.
Intangibleassets arestatedatcostlessaccumulated amortizationand accumulatedimpairment, if any. Amortizationiscalculatedona
straight-linebasis overthe estimatedusefullives of thedefinite-lived intangibleassets, as follows:
Brand 8-15 years
Trademark 10 years
White labelcontracts 8years
Developedtechnology 5-6years
User base 2.5 -4years
Domain 3years
Investments
TheCompany hascertain investmentsinprivately held companiesand limitedpartnerships. Theseinvestmentsare carried at cost,less
anyimpairments,and areadjustedfor subsequent observableprice changesobt ainedfromorderly transactions foridentical or similar
investmentsissued by thesameinvestee in accordancewith themeasurementalternativeinASC 321, CertaininvestmentinDebtand
Equity Securities.The investmentsare includedin“Othernoncurrent assets”inthe accompanying consolidated balancesheets. Any
gainsorlossesare recorded to “Other income (expense), net” on theaccompanying consolidated statements of operations.
Fair ValueMeasurements
TheCompany follows ASC820, Fair ValueMeasurement,for financialassets andliabilities measured at fair valueonarecurring
basis. TheCompany uses thefairvalue hierarchytocategorizethe financialinstruments measured at fair valuebased on theavailable
inputstothe valuationand thedegreetowhich they areobservableornot observableinthe market.
Thethree levels of thefairvalue hierarchyare as follows:
Level1—Quoted prices in activemarkets foridentical assets or liabilities.
Level2—Assets andliabilitiesvaluedbased on observablemarketdatafor similar instruments, such as quoted prices for
similar assets or liabilities.
Level3—Unobservableinputsfor whichthere is littleornomarketdataand require theCompany to developits own
assumptions,based on thebestinformation available.
SeeNote11, Fair ValueMeasurements,for additionalinformation.
Derivatives
TheCompany uses interest rate derivativeinstruments to manage theriskrelated to fluctuatingcashflows frominterestratechanges
on thedebt. Theseinstruments arenot designatedashedgesfor accountingpurposes andare recorded in “Other current assets,” “Other
noncurrent assets,” “Accruedexpenseand othercurrent liabilities”or“Otherlong-term liabilities,”with changesinfairvalue
recognizedin“Otherincome(expense),net.”
86
Share Repurchase Program
Shares repurchased pursuanttothe Company'sshare repurchaseprogram areheldastreasurystock andreflected as areductionof
stockholders'equity within theaccompanying consolidated balancesheets. Upon retirement, theshare repurchases will reduceClass A
commonstock basedonthe parvalue of thesharesand reduceits capitalsurplus forthe excessofthe repurchaseprice overthe par
value. In theevent theCompany still hasanaccumulateddeficit balance, theexcessoverthe parvalue will be appliedto“Additional
paid-incapital.”Oncethe Companyhas retained earnings,the excesswill be chargedentirelytoretainedearnings.
Direct costsand excise taxobligations will be includedinthe cost of therepurchased shares in theCompany’sconsolidated financial
statements.Reductiontothe excise taxobligationassociatedwith subsequent issuance of shares will be reflected as an adjustment to
theexcisetax previously recorded.
Revenue Recognition
TheCompany recognizes revenuefromservices in accordance with FASB ASCTopic606, Revenue from Contractswith Customers
(“ASC606”). UnderASC 606, theCom pany recognizes revenue when or as theCompany’sperformance obligations aresatisfied by
transferring controlofthe promised services to customersinanamount that reflectsthe considerationtowhich theCompany expects
to be entitledinexchange forthoseservices.Todetermine revenue recognitionfor arrangementsthatanentity determines arewithin
thescope of ASC606, theCompany performsthe following five stepsasprescribedbyASC 606:
(i)identifythe contract(s)withacustomer;
(ii) identifythe performance obligations in thecontract;
(iii) determinethe transactionprice;
(iv) allocatethe transactionprice to theperformance obligations in thecontract;and
(v)recognize revenuewhen(or as)the entity satisfiesperformance obligations.
TheCompany onlyappliesthe five-stepmodeltocontractswhenitisprobablethatitwill collect theconsiderationitisentitled to in
exchange forthe goods or services it transferstothe customer.Atcontract inception, oncethe contract is determined to be within the
scope of ASC606, theCompany as sessesthe goods or services promised within eachcontract anddetermines thosethatare
performance obligations andassess whethereach promised good or serviceisdistinct.The Companythenrecognizes as revenuethe
amount of thetransactionprice that is allocated to therespectiveperformance obligationwhen(or as)the performance obligationis
satisfied.
Revenue is primarily derivedinthe form of recurring subscriptions andin-apppurchases.Subscriptionrevenue is presentednet of
taxes, refunds andcreditcardchargebacks.Thisrevenue is initiallydeferredand is recognized usingthe straight-linemethodoverthe
term of theapplicable subscriptionperiod. Revenuefromlifetimesubscriptions is deferredoverthe averageestimatedexpected period
of thesubscriber relationship,which is currently estimatedtobetwelvemonths.Revenue fromthe purchaseofin-appfeatures is
recognizedbased on usageand estimatedbreakagerevenue associated with unused in-app purchases.Unused in-app purchasefees
expire basedonthe termsofthe underlying agreementand arerecognized as revenuewhenitisprobablethatasignificant revenue
reversal wouldnot occur. TheCompany also earns revenue from onlineadvertisingand partnerships.Onlineadvertisingrevenue is
recognizedwhenanadvertisement is displayed. Revenuefrompartnershipsisrecognized accordingtothe contractualterms of the
partnership.
As permitted underthe practical expedientavailable underASC 606, theCompany doesnot disclose thevalue of unsatisfied
performance obligations for(i) contractswith an original expected lengthofone year or less, and(ii)contractsfor whichthe Company
recognizesrevenue at theamount whichithas theright to invoice forservices performed.
During theyears endedDecember31, 2023, 2022 and2021, therewerenocustomers representinggreater than 10% of totalrevenue.
Forthe periods presented, revenue across apps wasasfollows:
(inthousands)
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Bumble App $ 844,774 $ 694,329 $ 528,585
Badoo Appand Other 207,056 209,174 232,325
TotalRevenue $ 1,051,830 $ 903,503 $ 760,910
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Assets Recognized from theCosts to Obtain aContractwith aCusto mer
TheCompany hasdetermined that certain costspaidtothird partyaggregators, primarily mobile appstore fees,meet therequirements
to be capitalized as acostofobtaining acontract.These costsare capitalized andamortized overthe period of contract performance,
typically overthe term of theapplicable subscription period, andexpensed to cost of revenue.
DeferredRevenue
Deferredrevenue consists of advancepaymentsthatare receivedorare contractually due in advanceofthe Company’sperformance.
TheCompany’sdeferredrevenue is reportedonacontract by contract basisatthe endofeach reportingperiod. TheCompany
classifies deferredrevenue as current when thetermofthe applicable subscriptionperiodorexpected completionofthe performance
obligationisone year or less.The deferredrevenue balanceis$48.7 millionand $46.1 millionatDecember 31, 2023 and2022,
respectively, allofwhich is classified asacurrent liability.Duringthe yearsendedDecember31, 2023, 2022 and2021, theCompany
recognizedrevenue of $46.1 million, $39.6 million, and$30.9 million, respectively, that wasincludedinthe deferredrevenue balance
at thebeginning of eachrespectiveperiod.
AdvertisingCosts
Advertisingcosts areexpensed in theperiodinwhich theservices arefirst deliveredtothe Company. Wheremedia space is purchased
in advance, expenseisdeferreduntil theadvertisingservice hasbeenreceivedbythe Company. Advertisingcosts representonline
marketing, including fees paid to search enginesand social me di asites, brandmarke tingsuchasout of homeand television
advertising, fieldmarketing andpartner-relatedpaymentstothosewho direct traffictothe Company’splatforms .Advertisingexpense
was$221.0 million, $207.7 millionand $175.0 millionfor theyearsendedDecember31, 2023, 2022 and2021, respectively.
Debt Issuance Costs
Costsincurredinconnectionwithobtaining newdebtfinancing aredeferredand amortized overthe life of therelated financing. If
such financingissettledorreplaced priortomaturity with debt instrumentsthathavesubstantiallydifferent terms, thesettlement is
treated as an extinguishment andthe unamortized costsare chargedtogainorlossonextinguishment of debt.Ifsuchfinancing is
settledorreplaced with debt instrumentsfromthe same lenderthatdonot have substantiallydifferent terms, thenew debt agreement
is accounted forasamodificationfor theprior debt agreementand theunamortized costsremaincapitalized,the neworiginalissuance
discount costsare capitalized.The newlenders pro-rata portionofthird-party fees aredeductedfromthe carryingvalue of theloans as
additionaldiscounts. Forexistinglenders,the pro-rata portion of third-partyfeesare expensed as incurred. Deferredcosts are
recognizedasadirect reductioninthe carryingamount of thedebtinstrumentonthe consolidated balancesheetsand areamortized to
interest expenseoverthe term of therelated debt usingthe effectiveinterestmethod.
Income Taxes
TheCompany accountsfor income taxesunderthe liabilitymethod, anddeferredtax assets andliabilities arerecognizedfor thefuture
taxconsequences attributable to differences between thefinancial statementcarryingvaluesofexistingassets andliabilitiesand their
respectivetax bases. Deferred taxassetsand liabilitiesare measured usingenacted taxrates in effect forthe year in whichthose
temporarydifferences areexpected to be recoveredorsettled.Avaluationallowanceisprovidedifitisdetermined that it is more
likelythannot that thedeferredtax assetwill not be realized.The Companyrecordsinterest(andpenalties whereapplicable), netof
anyapplicable relatedincometax benefit, on potentialincometax contingenciesasacomponent of income taxprovision.
TheCompany evaluatesand accountsfor uncertain taxpositions usingatwo-step approach.Recognition(step one)occurs when the
Companyconcludesthatataxposition, basedsolelyonits technicalmerits,ismore-likely-than-not to be sustainableupon
examination. Measurement(step two) determines theamount of benefitthatisgreater than 50%likelytoberealized upon ultimate
settlement with ataxingauthoritythathas full knowledge of allrelevantinformation. Derecognition of atax positionthatwas
previously recognized wouldoccurwhenthe Companysubsequently determines that atax positionnolongermeetsthe more likely-
than-not thresholdofbeing sustained. SeeNote4,Income Taxes, foradditionalinformation.
TaxReceivableAgreement
In connectionwith theReorganizationTransactions andthe IPO, theCompany enteredintoataxreceivable agreementwith certain
pre-IPOownerswhereby theCompany agreed to paytosuchpre-IPOowners85% of thebenefits, that theCompany realizes,oris
deemed to realize, as aresultofthe Company'sallocable shareofexistingtax basisacquiredinthe IPO, increases in our shareof
existingtax basisand adjustmentstothe taxbasis of theassets of Bumble Holdings as aresultofsales or exchangesofCommonUnits
(including CommonUnits issued upon conversionofvestedIncentiveUnits), andour utilizationofcertain taxattributes of the
BlockerCompanies (including theBlocker Companies’ allocableshare of existing taxbasis)and certain othertax benefits relatedto
entering into thetax receivableagreement.
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Actual taxbenefits realized by theCompany maydifferfromtax benefits calculated underthe taxreceivableagreementasaresult of
theuse of certainassumptions in thetax receivable agreement, including theuse of an assumedweighted-average stateand local
income taxratetocalculate taxbenefits. Payments to be made underthe taxreceivableagreementwilldependupon anumberof
factors, including thetimingand amount of our future income.
TheCompany accountsfor amountspayable underthe taxreceivableagreementinaccordance with ASC450, Contingencies.As
such,subsequent changesinthe fair valueofthe taxreceivableagreementliabilitybetween reporting periods arerecognized in the
consolidated statements of operations.
SeeNote5,PayabletoRelated PartiesPursuant to aTax ReceivableAgreement,for additionalinformationonthe taxreceivable
agreement.
ForeignCurrencies
TheCompany’sconsolidated financialstatementsare presentedinU.S.dollars,which is theCompany’sfunctionalcurrency. The
financialpositionand operatingresults of foreignentitieswhoseprimary economic environmentisbased on theirlocal currency are
consolidated usingthe localcurrencyasthe functionalcurrency. Theselocal currencyassets andliabilitiesare translated into U.S.
dollars at therates of exchange as of thebalance sheet date,and local currencyrevenue andexpenses of theseoperations aretranslated
at averagerates of exchange duringthe period. Translationgains andlossesare includedinaccumulatedother comprehensiveincome
as acomponent of shareholders’equity.Transactiongains andlossesresultingfromassets andliabilitiesdenominated in acurrency
otherthanthe functionalcurrencyare includedin“Otherincome(expense),net”inthe accompanying consolidated statements of
operations.For theyearsended December31, 2023, 2022 and2021, theCompany recorded again(loss) of $(2.2) million, $3.7
millionand $(0.1) million, respectively.
RestructuringCharges
Restructuringcharges,associatedwithoffice closureorexitingamarket,consistprimarily of severance, relocation, right-of-use asset
impairmentand otherrelated costs. TheCompany evaluatesthe nature of thesecosts to determineiftheyrelatetoongoing benefit
arrangementswhich areaccounted forunderASC 712, Compensation-NonretirementPostemploymentBenefits,orone-timebenefit
arrangementswhich areaccounted forunderASC 420, Exit or Disposal Cost Obligations.The Companyrecordsaliability for
ongoing employee terminationbenefitswhenitisprobablethatanemployeeisentitledtothemand theamount of thebenefitscan be
reasonablyestimated. One-time employeetermination costsare recognized when management hascommunicated theterminationplan
to employees,unlessfutureservice is required,inwhich casethe costsare recognized ratablyoverthe future serviceperiod. Allother
relatedcosts arerecognized when incurred.
Restructuringcharges arerecognized as an operatingexpense within theconsolidated statements of operations andare classified based
on each employee’srespectivefunction.
SeeNote9,Restructuring,for additionalinformation on restructuringcharges.
Earnings (Loss) perShare
Basicearnings (loss) pershare is computed by dividing netearnings (loss) attr ibutable to theCompany by theweighted average
numberofcommonsharesoutstanding duringthe period. Dilutedearnings (loss) pershare is computed by dividing netearnings (loss)
attributable to theCompany by theweighted-average shares outstanding duringthe period afteradjusting forthe impactofsecurities
that wouldhaveadilutive effect on earnings (loss) pershare.
SeeNote14, Earnings (Loss) perShare, foradditionalinformation on dilutivesecurities.
Stock-BasedCom pensation
TheCompany issues stock-basedawardstoemployees that aregenerally in theformofstock options,restrictedshares, incentive
units,orrestrictedstock units (“RSUs”).Compensationcostfor equity awards is measured at theirgrant-datefairvalue,and in the
caseofrestrictedsharesand RSUs is estimatedbased on thefairvalue of theCompany’sunderlying commonstock.The grantdate
fair valueofstock options is estimatedusing theBlack-Scholes optionpricing modelfor time-vestingawardsoraMonteCarlo
simulation approach in an optionpricing framework forexit-vestingawards. Theserequire management to make assumptions with
respect to thefairvalue of theCompany’s equity awardonthe grantdate, including theexpected term of theaward,the expected
volatility of theCompany’sstock calculatedbased on aperiodoftime generally commensurate with theexpected term of theaward,
risk-freeinterestrates andexpected dividend yields of theCompany’sstock.For time-vestingawards, compensationcostis
recognizedoverthe requisite serviceperiod, whichisgenerally thevestingperiod, usingthe graded attributionmethod. For
performance-based stockawards, compensationexpenseisrecognized overthe requisite serviceperiodonastraight-linebasis when
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achievement is probable. At theIPO date,the Companyconcludedthatour public offering representedaqualifying liquidity eventthat
wouldcause theperformance conditions to be probableofoccurring. As such,compensationexpensefor performance-basedstock
awards wasrecognizedoverthe requisite serviceperiodonastraight-linebasis as achievement wasprobable. On July 15, 2022, the
Exit-Vestingawards, with vestingbased on certainperformance conditions,weremodified to also provide fortime-based vestingin
36 equalinstallmentsand we begantorecognize incrementalstock-based compensationassociatedwith themodificationofthese
awards usingthe graded attributionmethod.
Forperiods priortothe Company’sIPO,the grantdatefairvalue of stock-basedcompensationawardsand theunderlying equity were
determined on each grantdateusing aMonteCarlo model. As theCompany'sequity wasnot publicly traded,there wasnohistory of
market prices forthe Company'sequity.Thus,estimating grantdatefairvalue requiredthe Companytomakeassumptions,including
thevalue of theCompany's equity,expected time to liquidity,and expected volatility.
SeeNote15, Stock-based Compensation, foradiscussion of theCompany’sstock-based compensationplans andawards.
RecentlyAdopted AccountingPronouncement
In March2020, FASB issued AccountingStandards Update (“ASU”)2020-04, ReferenceRateReform(Topic848):Facilitation of the
EffectsofReference Rate Reform on FinancialReporting andthensubsequent amendments,which provide optionalguidanceand
exceptions forapplying GAAP to contract modifications andhedging relationships,subject to meetingcertain criteria, that reference
London InterbankOfferedRate(“LIBOR”) or anotherreference rate expected to be discontinued. In December2022, theFASB
issued ASU2022-06 ReferenceRateReform(Topic848) -Deferralofthe Sunset Date of Topic848 (ASU 2022-06),which extends
theoptionaltransition relieftoeasethe potential burdeninaccountingfor referenceratereformonfinancial reporting. Thetransition
reliefisprovidedthrough December30, 2024 basedonthe expectationthatthe LIBORceased to be publishedasofJune 30, 2023.
Theamendm ents areeffectiveprospectively at anypoint through December31, 2024.
TheCompany utilized theLIBOR transition relief forthe amendments to its credit agreementand interest rate swaps. During thethree
months endedMarch 31, 2023, theCompany implementedits transitionplantowardthe cessation of LIBORand modified itsfinancial
instrumentswithattributes that areeitherdirectly or indirectly influenced by LIBOR. TheadoptionofTopic848 didnot have a
material impactonthe Company'sconsolidated financialstatementsand disclosures.
RecentlyIssuedAccountingPronouncementNot YetAdopted
In November 2023, theFASBissued ASU2023-07, SegmentReporting(Topic280):ImprovementstoReportableSegment
Disclosures.The ASUexpands public entities’ segmentdisclosures by requiring disclosure of significantsegment expenses that are
regularly providedtothe chiefoperating decision maker(CODM)and includedwithin eachreportedmeasure of segmentprofitor
loss, an amount anddescriptionofits compositionfor othersegment items,and interimdisclosures of areportablesegment’s profit or
loss andassets. ASU2023-07 is effectivefor theCompany beginning in fiscal year 2024 andinterim periods beginning in thefirst
quarter of 2025. Earlyadoptionispermitted. TheCompany is currently evaluating theimpactofadoptingthisASU on its consolidated
financialstatementsand disclosures.
In December2023, theFASBissuedASU 2023-09, Income Taxes (Topic740):Improvements to Income TaxesDisclosures.The ASU
requiresentitiestoprovide disaggregated income taxdisclosures on theratereconciliation andincometaxes paid on an annualbasis.
ASU2023- 09 is effectivefor theCompany beginning in fiscal year 2025.Early adoptionispermitted. TheCompany is currently
evaluatingthe impact of adoptingthisASU on itsconsolidated financialstatementsand disclosures.
TheCompany considersthe applicability andimpact of allrecentlyissued accountingpronouncements.Recentaccounting
pronouncements not specifically identified in our disclosuresare not applicable to theCompany.
Note 3-Leases
Companyasalessee
TheCompany hasoperatingleasesfor office space, data centers andother facilitiesinseveral states andinternationallocations.Lease
termsare negotiatedonanindividualbasis andcontain awiderange of different termsand conditions.Generally,the leases have
initialterms ranging fromone to nine years. Renewaloptions that arereasonablycertain to be exercisedtoextendthe leaseterms are
recognizedaspartofthe right of useassetsand leaseliabilitiesatthe leasecommencementdate.
TheCompany elected certain practical expedients underASC 842 whichallowustocombine leaseand non-leasecomponentsoflease
payments in determiningright-of-use assets andrelated leaseliabilities. We also elected theshort-term leaseexception. Leases with an
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initialtermoftwelve-months or less that do not include an optiontopurchasethe underlying assetare not recorded on the
consolidated balancesheetsand areexpensed on astraight-linebasis overthe leaseterm.
Componentsoflease cost included in generaland administrativeexpenses on theconsolidated statements of operations areasfollows
(inthousands):
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31,
2021
Operatingleasecost $ 3,518 $ 4,539 $ 5,438
Expenserelatingtoshort-term leases 795 314 363
Variable leasecosts 115
Totalleasecost $ 4,428 $ 4,853 $ 5,801
Supplementalcashflowinformationrelated to leases is as follows(in thousands):
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Cash paid foramounts includedinthe measurementofleaseliabilities $ 3,930 $ 5,984 $ 5,464
Right-of-use assets obtainedinexchange forlease liabilities
1,954 19,570
During theyearendedDecember31, 2023, theCompany didnot enterintoany newleaseagreement.
During theyearendedDecember31, 2022, theCompany enteredintotwo newleases on propertiesinEurope resultinginanincrease
of $2.0 millioninright-of-use assets andacorresponding increase in leaseliabilities.
During theyearendedDecember31, 2021, theCompany extendedthe leases on itspropertiesinthe United States andother countries,
resultinginanincreaseof$19.6 millioninright-of-use assets andacorresponding increaseinlease liabilitiescomparedtothe prior
year.
Supplementalbalance sheet informationrelated to leases is as follows(in thousands,exceptleasetermand discount rate):
December31,
2023
December31,
2022
Assets:
Right-of-use assets $ 15,425 $ 17,419
Liabilities:
Accruedexpenses andother current liabilities $ 1,171 $ 3,135
Otherlong-term liabilities 13,273 13,750
Totaloperatinglease liabilities $ 14,444 $ 16,885
Weighted averageremaining operating leaseterm(years) 5.1 6.0
Weighted averageoperatingleasediscount rate 4.4% 4.4%
TheCompany’sleases do not provide areadily determinable implicit discount rate.The Companyestimatesits incrementalborrowing
rate as thediscount rate basedonthe informationavailable at leasecommencement. As theCompany enters into operating leases in
multiple jurisdictions anddenominated in currenciesother than theU.S.dollar, judgmentisusedtodetermine theCompany’s
incrementalborrowing rate including (1)conversionofthe subordinatedborrowing rate (using publishedyield curves)toan
unsubordinatedand collateralized rate,(2) adjustingthe rate to alignwith thetermofeach lease, and(3) adjustingthe rate to
incorporatethe effectsofthe currencyinwhich theleaseisdenominated.
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Future maturitiesonlease liabilitiesasofDecember31, 2023, areasfollows (inthousands):
YearsEndedDecember31, Future Minimum
Payments
2024 $ 1,412
2025 4,093
2026 3,713
2027 3,510
2028 3,220
Thereafter 418
Totalleasepayments 16,366
Less: imputed interest (1,922)
Totalleaseliabilities $ 14,444
Therewerenoleases with residual valueguarantees or executedleases that hadnot yetcommenced as of December31, 2023 and
2022.
Companyasalessor
In priorperiods,the Companyhad classified aleaseasafinancelease as it wasreasonablycertain that thelesseewouldexerciseits
optiontopurchasethe propertyatthe endofthe lease. During thefourth quarterof2021, thelesseeexercised itsoptionand the
Companysoldits legaland beneficial interest in theleased propertywhich it hadacquiredin2019 foranimmaterialgainwhich is
includedin“Otherincome(expense),net”inthe accompanying consolidated statements of operation.
Sublease considerations
TheCompany is also asublessoronone operating leasethatexpiresin2028. TheCompany recorded $0.6 million, $0.6 millionand
$0.6 millionofsubleaseincomein“Otherincome(expense),net”duringthe yearsendedDecember31, 2023, 2022 and2021,
respectively.
Note 4-Income Taxes
TheCompany is acorporationfor U.S. federaland stateincometax purposes.Eachofthe Company'saccountingpredecessor, Bumble
Holdings,and Bumble Holdings’accountingpredecessor, WorldwideVisionLimited, is,and hasbeen sincethe Sponsor Acquisition,
treated as aflow-through entity forU.S.federal income taxpurposes andassuch, hasgenerally not been subjecttoU.S.federal
income taxatthe entity level. Accordingly, thepre-IPOresults of operations andother financialinformationset forthinthisAnnual
Reportdonot include anymaterialprovisions forU.S.federal income tax. Followingour IPO, theCompany is subject to U.S. federal
andstate income taxasacorporationonits shareofBumbleHoldings’taxable income.
U.S. andforeign (loss) earnings before income taxesand noncontrolling interestsare as follows(in thousands):
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
U.S. $ (51,629) $ (177,415) $ (180,256)
Foreign 56,931 66,697 24,159
Total $ 5,302 $ (110,718) $ (156,097)
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Thecomponentsofthe income tax(benefit) provision areasfollows (inthousands):
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Currentincometax (benefit)provision:
Federal $ 426 $ 598 $
State 285 542 (122)
Foreign 13,632 7,708 10,680
Current income taxprovision $ 14,343 $ 8,848 $ 10,558
Deferredincometax (benefit)provision:
Federal $ (344) $ (65) $ 192
State
Foreign (6,829) (5,377) (448,587)
Deferredincometax (benefit)provision (7,173) (5,442) (448,395)
Income tax(benefit) provision $ 7,170 $ 3,406 $ (437,837)
TheCompany recorded income taxexpenseof$7.2 millionfor theyearendedDecember31, 2023 compared to income taxexpenseof
$3.4 millionrecorded forthe year endedDecember 31, 2022. Taxexpenseishigherin2023 compared to 2022 primarily due to the
impactofincometax rate changesonour deferredtax balances recorded in 2022. Theincometax benefitof$437.8 millionrecorded
in theyearendedDecember31, 2021 includesa$441.5 milliondeferredtax benefitrelated to thereversalofnet deferredtax liabilities
recorded at our Maltese andUKentitiesdue to arestructuring of our internationaloperations whichoccurredonJanuary 1, 2021. In
addition, theincometax expensefor theyearsendedDecember31, 2023 andDecember31, 2022 andthe income taxbenefit for the
year endedDecember31, 2021 reflectthe impact of our assessmentthatwewill not be able to realizethe benefitofcertain deferred
taxassets arisinginthe current year forwhich avaluationallowance hasbeen recorded.
Thetax effectsofcumulativetemporarydifferences that give rise to significantdeferredtax assets anddeferredtax liabilitiesare
presentedbelow (inthousands):
December31, December31,
2023 2022
Deferredtax assets:
Investment in partnership $ 114,550 $ 147,708
Depreciationand amortization 30 12
Netoperating loss carryforward
78,073 50,577
Interest expensecarryforward 10,434 6,838
Taxreceivableagreement 45,281 31,705
Share-basedcompensation 25,559 22,491
Foreigntax credit carryforward 11,032 6,003
Other 4,001 3,665
Totaldeferredtax assets 288,960 268,999
Less: Valuationallowance (256,928) (242,152)
Deferredtax assets,net of valuationallowance $ 32,032 $ 26,847
Deferredtax liabilities:
Depreciationand amortization 10,676 10,874
Totaldeferredtax liabilities 10,676 10,874
Deferredtax (liabilities) assets,net $ 21,356 $ 15,973
As of December31, 2023, theCompany haddeferredtax assets relatedtofederal,state andforeign netoperatinglosscarryforwards of
$68.4 million, $7.3 million and$2.4 million, respectively. Both thefederal andforeign netoperatinglossescan be carried forward
indefinitely.
We recognize deferredtax assets to theextentwebelieve theseassets aremorelikelythannot to be realized.Inmakingsucha
determination, we consider allpositiveand negativeevidence, including future reversalsofexistingtaxable temporarydifferences,
projected future taxableincome, taxplanning strategies andrecent results of operations.Avaluationallowanceisprovidedifitis
determined that it is more likelythannot that thedeferredtax assetwill not be realized.After considerationofall positiveand
negative evidence,wehaverecorded avaluationallowance with respecttoour U.S. federaland statedeferredtax assets relating to the
investment in partnership, netoperatinglosscarryforwards,interestexpensecarryforwards andthe TRALiability.For therestofthe
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deferredtax assets in our foreignjurisdictions,avaluationallowancewas notdeemed necessarybased upon our determinationthat
thesedeferredtax assets aremorelikelythannot to be realized.AtDecember31, 2023, our valuationallowanceincreased by
$14.8 milliondue to an increaseinU.S.federal andstate deferredtax assets generatedduringthe year to atotal of $256.9 million. At
December31, 2022, our valuationallowanceincreased by $4.4 million to atotal of $242.2 million fromthe valuationallowanceof
$237.8 millionthatwas recorded as of December 31, 2021. During theperiodending December31, 2021, our valuationallowance
increasedby$237.8 millionaswedid not have avaluation allowancerecorded priorto2021 due to U.S. federaland statetax
attributes arisingfromour IPO.
Areconciliationofthe statutoryfederal effectivetax rate to theeffectivetax rate is as follows:
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Income taxprovision at thestatutory rate 21% 21% 21%
Nondeductible expenses
42% (1)% (1)%
Statetaxes,net of federalbenefit 16% 1% 1%
Non-controlling interest
6% 7% (14)%
Effect of foreigntaxes 123% (2)% (3)%
Share-basedcompensation 108% (6)% (2)%
Impact of IP realignment
(1)
283%
Valuationallowance (186)% (22)% (4)%
Other 5% (1)% (1)%
Income taxprovision 135% (3)% 280%
(1)
Thetransferofthe intangible propertytothe US that occurredin2021 resulted in deferred taxbenefit of $441.5 millionthatis
includedas“Impact of IP realignment” in theratereconciliationabove.
Uncertain TaxPositions
We file income taxreturns in each jurisdictioninwhich we operate,bothdomestically andinternationally.Due to thecomplexity
involvedwithcertain taxmatters,wehaveconsideredall relevant factsand circumstances forthe financialstatement recognition,
measurement, presentation anddisclosureofuncertain taxpositions takenorexpected to be takeninincometax returns. We believe
that thereare no otherjurisdictions in whichthe outcome of uncertain taxmatters is likely to be material to our results of operations,
financialpositionorcashflows.Wefurther believe that we have made adequate provision forall income taxuncertainties.
Arollforward of unrecognized taxbenefits, excluding accruedpenalties andinterest, forthe year endedDecember31, 2023 is as
follows:
(inthousands)
Year Ended
December31, 2023
Year Ended
December31, 2022
Balance, beginning of theperiod $ 14,601 $ 1,500
Additions basedontax positions relatedtothe current year
13,101
Additions basedontax positions relatedtothe prioryear 291
Balance, endofthe period $ 14,892 $ 14,601
Of thetotal amount of unrecognized taxbenefits as of December31, 2023 and2022, $2.4 million and$2.1 million, respectively,
wouldfavorably impact our effectivetax rate if recognized.Webelieve that theamount of unrecognized taxbenefits disclosedabove
is reasonablypossibletochangesignificantly overthe next 12 months.
Interest andpenalties relatedtoincometax matters arerecognized theamountswithin the“Income taxbenefit (provision)”onour
consolidated statements of operations.
We currently file income tax returnsinthe U.S. andall foreignjurisdictions in whichwehaveentities, whichare periodically under
auditbyfederal,state,and foreigntax authorities. Theseaudits can involve complexmatters that mayrequire an extendedperiodof
timefor resolution. We remain subject to U.S. federaland stateincometax examinations forthe taxyears 2020 through 2023 andin
theforeign jurisdictions in whichweoperate forvarying periods from2018 through 2023. We currently have income taxexaminations
openfor theUnitedKingdom for2019, 2020 and2021.
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Although theoutcome of opentax audits is uncertain,inmanagement’sopinion, adequate provisions forincometaxes have been
made.Ifactualoutcomesdiffermaterially fromthese estimates, they couldhaveamaterial impactonour financialcondi tionand
results of operations.Differences betweenactualresults andassumptions or changesinassumptions in future periods arerecordedin
theperiodtheybecome known. To theextentadditionalinformation becomesavailableprior to resolution, such accruals areadjusted
to reflect probableoutcomes.
Note 5-Payable to RelatedParties Pursuant to aTax Receivable Agreement
In connectionwith theReorganizationTransactions andour IPO, we enteredintoataxreceivableagreementwith certainofour pre-
IPOownersthatprovidesfor thepayment by theCompany to such pre-IPOownersof85% of thebenefits,thatthe Companyrealizes,
or is deemed to realize, as aresultofthe Company'sallocable shareofexistingtax basisacquiredinour IPOand othertax benefits
relatedtoenteringintothe taxreceivableagreement. Thepaymentsunderthe taxreceivableagreement arenot conditionedupon
continuedownership of theCompany by thepre-IPOowners.
We have determined that it is more likelythannot that we will be unabletorealizetax benefits relatedtocertain basisadjustments and
acquirednet operating losses that were receivedinconnectionwith theReorganizationTransactions andour IPO. As aresultofthis
determination, we have not recorded thebenefit of thesedeferredtax assets as of December31, 2023. Therealizabilityofthe deferred
taxassets is evalua tedbased on allpositiveand negativeevidence, including future reversalsofexistingtaxable temporary
differences,projected future taxableincome, taxplanningstrategiesand recentresults of operations.Wewill assess therealizability of
thedeferredtax assets at each reportingperiod, andachange in our estimate of our liability associated with thetax receivable
agreementmay result as additionalinformation becomesavailable, including results of operations in future periods.Atthe time of the
Sponsor Acquisition, theassetsand liabilitiesofBumbleHoldings were adjusted to fair valueonthe closingdateofthe business
combinationfor bothfinancial reportingand income taxpurposes.Asaresult of theIPO transaction, we inheritedcertain taxbenefits
associated with this stepped-up basis(“CommonBasis”) createdwhencertain pre-IPOownersacquiredtheir interestsinBumble
Holdings in theSponsorAcquisition. This CommonBasis entitlesustothe depreciationand amortizationdeductions previously
allocabletothe pre-IPOowners. Basedoncurrent projections,weanticipatehavingsufficienttaxable income to be able to realizethe
benefitofthisCommonBasis andhaverecordedataxreceivableagreementliabilitytorelated partiesof$430.2 millionrelated to
thesebenefits as of December31, 2023, of which$22.8 millionisincludedin“Accruedexpenseand othercurrent liabilities.”Tothe
extent that we determinethatweare able to realizethe taxbenefitsass ociatedwith thebasis adjustmentsand netoperating losses,we
wouldrecord an additionalliabilityof$290.8 million foratotalliabilityof$721.0 million. If, in thefuture, we arenot able to utilize
theCommonBasis,wewouldrecordareductioninthe taxreceivableagreementliabilitytorelated partiesthatwouldresultina
benefitrecorded within our consolidated statements of operations.Duringthe year endedDecember 31, 2023, our taxreceivable
agreementliability increasedbyanet$35.9 milliondue to thefollowing: (1)a$31.4 mi llionincreasefor theeffectsofthe March2023
secondary offering of 13.75 million shares of ClassAcommon stockofthe Blackstone SellingStockholders andthe Founder, (2)a
$2.6 millionincreasefor theeffectsofthe December 2023 repurchaseof3.2 millionCommonUnits in Bumble Holdings from
Blackstone entities, (3)a$10.8 millionincreaserelated to thereleaseofavaluationallowanceoncertain taxattributes and(4) an $8.9
milliondecreasedue to thetax receivableagreementpaymentsmadeduringthe year endedDecember31, 2023.
Note 6-Business Combination
Official Acquisition
On April26, 2023, theCompany enteredintoadefinitive agreementtopurchaseall theoutstanding shares of NewelCorpor ation
(“Newel”)for apurchaseprice of approximately $10.0 millionincash. Newel(popularly knownasOfficial)isanapp that facilitates
personalcommunicationbetween partners.The Companyacquiredapproximately $5.4 million in identifiablenet assets and
recognizedgoodwill of $4.6 millionduringthe year endedDecember31, 2023, basedonapreliminarypurchaseprice allocation. The
goodwill is not expected to be taxdeductible.
Fruitz Acquisition
On January 31, 2022, theCom pany enteredintoadefinitiveagreement to purchaseall of theoutstanding shares of Flashgap SAS
(“Flashgap”), pursuanttoaSharePurchaseAgreementdated January 31, 2022 (“Purchase Agreement”), by andamong Bumble,
Flashgap, andthe company’ssellingshareholders,for apurchaseprice of approximately $75.4 million. Flashgap(popularly knownas
Fruitz), is afastgrowing datingapp with aGen Zfocus,which is agrowing segmentofonlinedatingconsumers. Fruitz complements
our existingBumbleand Badoo apps andwillallowthe Companytoexpand our productofferings to adynamicGen Zmarket. The
acquisition of Fruitz wasaccountedfor usingthe acquisition method of accountingwhich requiredthatthe assets acquiredand
liabilitiesassumedberecognized at theirestimated fair values as of theacquisitiondate(basedonLevel 3measurements).Asdetailed
below, theCompany enteredintoacontingent earn-out arrangement that wasdetermined to be part of thepurchaseconsideration. See
Note 11, Fair ValueMeasurements,for furtherdiscussion.
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Thefollowing tables summarize thepurchaseconsideration andthe purchaseprice allocationtoestimatedfairvaluesofthe
identifiable assets acquiredand liabilitiesassumed (inthousands):
Cash consideration $ 72,275
Fair valueofcontingent earn-out liability 3,100
Totalpurchaseprice $ 75,375
Purchase priceallocation $ 75,375
Less fair valueofnet assets acquired:
Cash andcashequivalents 2,555
Accountsreceivable 799
Othercurrent assets 57
Propertyand equipment 17
Intangibleassets 42,930
Deferredrevenue (650)
Accountspayable (1,045)
Deferredtax liabilities (10,819)
Netassets acquired 33,844
Goodwill $ 41,531
Goodwill, whichisnot expected to be taxdeductible, is primarily attributable to assembledworkforce, expected synergiesand other
factors.
Thefairvaluesofthe identifiableintangibleassetsacquiredatthe date of acquisitionare as follows(in thousands):
Acquisition
Date Fair
Value
Weighted-
Average
Useful Life
(Years)
Brand $ 38,000 15
Developedtechnology 4,100 4
User base 830 4
Totalidentifiableintangibleassets acquired $ 42,930
Thefairvaluesofthe acquiredbrand anddevelopedtechnology were determined usingarelieffromroyalty methodology. Thefair
valueofthe user base wasdeterminedusing an excessearnings methodology. Thevaluations of intangibleassets incorporates
significant unobservableinputsand requiresignificantjudgmentand estimates, including theamount andtimingoffuturecashflows.
Forthe yearsendedDecember31, 2023 and2022, theCompany recognizedtransactioncosts relatedtoacquisitions of $0.5 million
and$1.1 million, respectively. Thesecosts arerecordedin“Generaland administrativeexpense” in theconsolidated statements of
operations.
Note 7-Propertyand Equipment, net
Asummary of theCompany’spropertyand equipment, netisasfollows (inthousands):
December31,
2023
December31,
2022
Computer equipment $ 22,819 $ 22,366
Leaseholdimprovements 4,765 6,135
Furniture andfixtures 709 875
Totalpropertyand equipment, gross 28,293 29,376
Accumulateddepreciation (15,831) (14,909)
Totalpropertyand equipment, net $ 12,462 $ 14,467
Depreciationexpenserelated to propertyand equipment, netfor theyearsendedDecember31, 2023, 2022 and2021 was$9.1 million,
$8.6 millionand $9.1 million, respectively.
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Note 8-Goodwill andIntangibleAssets,net
Goodwill
Thechangesinthe carryingamount of goodwill forthe periods presentedisasfollows (inthousands):
BalanceasofDecember31, 2021 $ 1,540,112
Acquisition 41,531
Foreigncurrencytranslationadjustment (1,873)
BalanceasofDecember31, 2022 1,579,770
Acquisition
4,636
Foreigncurrencytranslationadjustment 1,344
BalanceasofDecember31, 2023 $ 1,585,750
Therewerenoimpairmentcharges recorded forgoodwillfor theyearsendedDecember31, 2023, 2022 and2021, respectively.
Intangible Assets,net
Asummary of theCompany’sintangibleassets, netisasfollows (inthousands):
December31, 2023
Gross
Carrying
Amount
Accumulated
Amortization
Accumulated
Impairment
Losses
NetCarrying
Amount
Weighted-
Average
Remaining
Useful Life
(Years)
Brands -indefinite-lived $ 1,511,269 $
$ (141,000) $1,370,269 Indefinite
Brands -definite-lived 43,309 (5,301)
38,008 12.3
Developedtechnology 249,470 (193,777)
55,693 1.1
User base 113,760 (113,154)
606 0.5
White labelcontracts 33,384 (6,953) (26,431)
Other 28,549 (8,835)
19,714 3.9
Totalint angibleassets, net $ 1,979,741 $ (328,020) $ (167,431) $1,484,290
December31, 2022
Gross
Carrying
Amount
Accumulated
Amortization
Accumulated
Impairment
Losses
NetCarrying
Amount
Weighted-
Average
Remaining
Useful Life
(Years)
Brands -indefinite-lived $ 1,511,269 $
$ (141,000) $1,370,269 Indefinite
Brands -definite-lived 36,280 (2,217)
34,063 14.1
Developedtechnology 248,727 (143,704)
105,023 2.1
User base 113,487 (112,877)
610
White labelcontracts 33,384 (6,953) (26,431)
Other 17,761 (3,298)
14,463 4.3
Totalint angibleassets, net $ 1,960,908 $ (269,049) $ (167,431) $1,524,428
Therewerenoimpairmentcharges recorded in theyear endedDecember31, 2023. During thefourth quarter of 2022, theCompany
determined that thefairvalue of theBadoo brandwas more likely than not less than its carryingvalue basedonareview of qualitative
factorsand proceeded to comparethe fair valuewith itscarryingamount.Weevaluated thefairvalue of thereportingunitbyusing the
relieffromroyalty methodology basedonmanagement’sassumptions.Assuch, theCompany recognized an impairmentchargeof
$141.0 millionin“Generaland administrativeexpense”inthe accompanying consolidated statements of operations.The valuationof
intangibleassets incorporates significantunobservableinputsand requiressignificantjudgmentand estimates, including theamount
andtim ingoffuturecashflows.See Note 11, Fair ValueMeasurements,for additionalinformation.
During thefourth quarter of 2021, theCompany identifiedanindicator of impairmentspecifictothe white labelcontracts. As aresult,
theCompany performed an impairment analysis whichdeterminedthe assetwas impaired. Accordingly, theCompany recognizedan
impairmentchargeof$26.4 million in “General andadministrativeexpense” in theaccompanying consolidated statements of
operations whichresultedinawritedownofthe assetinits entirety. Thevaluation of intangibleassetsincorporates significant
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unobservableinputsand requires significantjudgmentand estimates,including theamount andtimingoffuturecashflows.See Note
11, Fair ValueMeasurements,for additionalinformation.
Amortizationexpenserelated to intangibleassets,net forthe yearsendedDecember 31, 2023, 2022 and2021 was$59.0 million, $81.1
millionand $97.9million, respectively.
As of December31, 2023, amortizationofintangibleassetswithdefinite lives is estimatedtobeasfollows (inthousands):
2024 $ 60,752
2025 14,326
2026 6,113
2027 4,246
2028 4,155
Total $ 89,592
Note 9-Restructuring
On March8,2022, theCompany announced that it adopted arestructuring plan to discontinue itsexistingoperations in Russia and
remove itsapps fromthe AppleApp Storeand GooglePlayStore in Russiaand Belarus. In connectionwith therestructuring plan,
approximately 120 employees were impacted.The Companyhas substantially completedits exit fromRussian operations as of
December31, 2022. Restructuringcharges primarily consistedofright-of-use assetimpairment, leaseterminationgain, severance
benefits,relocationand otherrelated costs.
Thefollowing tablepresentsthe totalrestructuring chargesbyfunction (inthousands):
Year Ended
December31, 2022
Cost of revenue $ 119
Selling andmarketing 34
Generaland administrative 4,680
Productdevel opm ent 1,018
Total $ 5,851
During theyearendedDecember31, 2022, theCompany determined that theMoscowoffice wasfully impaired andrecordedan
impairmentchargeof$4.4 million, whichwas includedin“Generaland administrativeexpense” in theaccompanying consolidated
statements of operations.
On October28, 2022, theCompany enteredintoaleasetermination agreementfor itsMoscowoffice (“LeaseTermination
Agreement”). TheLease TerminationAgreement providedthatthe LeaseAgreement, datedasofDecember28, 2011, would
terminateeffectiveOctober31, 2022. As considerationfor Landlord’s agreementtoenter into theLease TerminationAgreement, the
Companywas requiredtopay approximately $1.8 millionduringthe fourth quarter of 2022.
Upon terminationofthe lease, theCompany recognized againofapproximately $2.2 million, representingthe writeoff of thelease
liability of approximately $4.0 million, netofthe terminationcompensationtothe Landlordofapproximately $1.8 million.
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Thefollowing tablesummarizes therestructuring relatedliabilities(in thousands):
EmployeeRelated Benefits Other Total
BalanceasofDecember31, 2021 $
$
$
Restructuringcharges 3,440 163 3,603
Cash payments (2,941) (163) (3,104)
BalanceasofDecember31, 2022 $ 499 $
$ 499
Reversal of restructuringcharges (499)
(499)
BalanceasofDecember31, 2023 $
$
$
Note 10 -Other FinancialData
Consolidated BalanceSheetsInformation
Othercurrent assets arecomprised of thefollowing balances (inthousands):
December31, 2023 December31, 2022
Capitalized aggregator fees $ 12,390 $ 10,917
Prepayments 9,831 9,201
Income taxreceivable 32 4,491
Derivative asset 8,288
Otherreceivables 4,191 7,273
Totalother current assets $ 34,732 $ 31,882
Accruedexpenses andother current liabilitiesare comprisedofthe following balances (inthousands):
December31, 2023 December31, 2022
Legalliabilities $ 65,761 $ 20,501
Payrolland relatedexpenses 23,603 20,814
Marketingexpenses 22,622 19,874
Otheraccrued expenses 14,487 14,536
Leaseliabilities 1,171 3,135
Income taxpayable 958 3,092
Contingent earn-out liability 22,758 52,327
Payabletorelated partiespursuanttoataxreceivableagreement 22,807 8,826
Otherpayables 11,632 13,338
Totalaccruedexpenses andother current liabilities $ 185,799 $ 156,443
Otherlong-term liabilitiesare comprisedofthe following balances (inthousands):
December31, 2023 December31, 2022
Leaseliabilities $ 13,273 $ 13,750
Otherliabilities 1,434 838
Totalother liabilities $ 14,707 $ 14,588
Consolidated StatementofCashFlows Information
Supplementalcashflowinformationisasfollows (inthousands):
Year Ended
December31,
2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Taxespaid $ 7,592 $ 46,850 $ 33,421
Interest paid 34,052 26,154 22,339
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Note 11 -FairValue Measurements
Thefollowing tables presentthe Company’sfinancial instrumentsthatare measured at fair valueonarecurring basis(in thousands):
December31, 2023
Level1 Level2 Level3
TotalFair
Value
Measurements
Assets:
Cash equivalent -moneymarketfunds $ 237,087 $
$
$ 237,087
Derivative asset
8,288
8,288
Investmentsinequity securities
1,735 1,735
$ 237,087 $ 8,288 $ 1,735 $ 247,110
Liabilities:
Contingent earn-out liability
22,758 22,758
$
$
$ 22,758 $ 22,758
December31, 2022
Level1 Level2 Level3
TotalFair
Value
Measurements
Assets:
Cash equivalent -moneymarketfunds $ 322,409 $
$
$ 322,409
Derivative asset
22,094
22,094
Investmentsinequity securities
2,577 2,577
$ 322,409 $ 22,094 $ 2,577 $ 347,080
Liabilities:
Contingent earn-out liability
52,327 52,327
$
$
$ 52,327 $ 52,327
Therewerenotransfers between levels between December31, 2022 andDecember31, 2023.
Thecarryingvalue of accountsreceivable, accountspayable,incometax payable, accruedexpenses andother payables approximate
theirfairvaluesdue to theshort-term maturitiesofthese instruments.
TheCompany'sderivativeasset,which consists of interest rate swaps, is measured at fair valueonarecurring basisusing observable
market data (Level 2) andtotaled $8.3 million and$22.1 million as of December 31, 2023 and2022, with thetotal fair value
movement of $(13.8) million and$(17.1) million, respectively. Thefairvalue of interest rate swapsisestimatedusing acombined
income andmarket-basedvaluation methodology basedonLevel 2inputs, including forwardinterestrateyield curves obtainedfrom
independent pricingservices. Derivativeassetsare includedin“Othercurrent assets”for theyear endedDecember 31, 2023 and
“Other noncurrent assets”for theyearendedDecember31, 2022 in theaccompanying consolidated balancesheets.
TheCompany’scontingent earn-out liability is measured at fair valueonarecurring basisusing significantunobservableinputs(Level
3) andtotaled $22.8 millionand $52.3 millionasofDecember31, 2023 and2022, with thetotal fair valuemovement of $(29.6)
millionand $(47.1)millionfor theyears endedDecember31, 2023 and2022, respectively. Contingent earn-out liabilityisincludedin
“Accruedexpenses andother current liabilities” in theaccompanying consolidated balancesheets.
As of December31, 2023, thereisacontingent considerationarrangement,consistingofanearn-out paymenttoformershareholders
of WorldwideVisionLimitedofupto$150.0 million. TheCompany determined thefairvalue of thecontingent earn-out liability by
usingaprobability-weighted analysistodetermine theamount of theliabilities, and, if thearrangement is long-term in nature,
applying adiscount rate that capturesthe risksassociatedwith thedurationofthe obligation. Thenumberofscenariosinthe
probability-weighted analyses vary;generally,morescenariosare prepared forlongerdurationand more complexarrangements. As of
December31, 2023 and2022, thefairvalue of thecontingent earn-out liabilityreflectsarisk-freerateof5.0% and4.7%,respectively.
In addition, thereisacontingent considerationarrangement,consistingofanearn-out paymentofupto$10.0 million in connection
with theacquisitionofFruitz in January2022. TheCompany determined thefairvalue of thecontingent earn-out liability usinga
probability-weighted analysis andappliedadiscount rate that capturesthe risksassociatedwith theobligationthatislong-term in
100
nature.AsofDecember31, 2022, thefairvalue of thecontingent earn-out liabilityreflectsarisk-freerateof4.7%.Asof
December31, 2023, thecontingent considerationarrangement expiredand thebalance of thecontingent earn-out liability wasnil.
TheCompany classified contingent earn-out arrangementsasliabilities at thetimeofthe acquisition, as they will be settledincash,
andremeasures thefairvaluesofthe contingent earn-out liabilities each reportingperiodthereafteruntil settled.The fair valueofthe
contingent earn-out liabilities are sensitivetochanges in thestock price, discount ratesand thetimingofthe future payments,which
arebased upon estimatesoffutureachievement of theperformance metrics. Changesinfairvaluesofcontingent earn-out liabilities
arerecognized in “General andadministrativeexpense” in theaccompanying consolidated statements of operations.The change in fair
valueofthe contingent earn-out liability forthe yearsended December31, 2023, 2022 and2021 was$(29.6) million, $(47.1) million
and$55.9 million, respectively.
Assetand liabilitiesthatare measured at fair valueonanon-recurring basisinclude long-lived assets andindefinite-lived intangible
assets.Duringthe year endedDecember 31, 2022, theright-of-use assetfor our Moscow office andthe Badoo brandweremeasured
andrecorded at fair valueusing unobservableinputs(Level3). Thetotal impairmentlossrecorded on thoseassetswas $145.4 million
as of December31, 2022. During thefourth quarter of 2021, thewhite labelcontractsweremeasured andrecorded at fair valueusing
unobservableinputs(Level3). Thetotal impairment loss recorded on thoseassets was$26.4 millionasofDecember31, 2021.
Note 12 -Debt
Totaldebtiscomprised of thefollowing (inthousands):
December31,
2023
December31,
2022
Term Loan due January 29, 2027 $ 627,063 $ 632,813
Less: unamortized debt issuance costs 6,137 7,840
Less: current portionofdebt, net 5,750 5,750
Totallong-term debt,net $ 615,176 $ 619,223
Credit Agreements
On January 29, 2020, theCom pany andthe wholly-owned subsidiaries,BuzzBidco LLC,BuzzMergerSub Limited, andBuzzFinco
LLC (the “Borrower”)entered into acreditagreement(the“Original Credit Agreement”). TheOriginalCreditAgreementpermitted
theCompany to borrowupto$625.0 million through aseven-year $575.0 milliontermloan(“OriginalTermLoan”), as well as afive-
year senior securedrevolving credit facility of $50.0 million(the“Revolving Credit Facility”) and$25.0 millionavailable through
lettersofcredit. In connectionwith theOriginalCreditAgreement,the Companyincurredand paid debt issuance costsof$16.3
millionduringthe year endedDecember31, 2020.
On October19, 2020, theCompany enteredintothe AmendmentNo. 1tothe Credit Agreement, whichprovidesfor incremental
borrowing of an aggregateprincipal amount of $275.0 million(the“IncrementalTermLoan”,and collectivelywith theOriginalTerm
Loan,the “TermLoans”).The termsofthe AmendmentNo. 1tothe Credit Agreementwereunchangedfromthe Original Credit
Agreement, andthe sole purposeofthe amendmentwas to increase theprincipal availabletothe Company. In connectionwith the
AmendmentNo. 1tothe Credit Agreement, theCompany incurred andpaiddebtissuance costsof$4.8 millionduringthe year ended
December31, 2020, of whichapproximately $1.6 millionwas capitalized as debt issuance costs.
On March31, 2021, theCompany used proceedsfromthe IPOtorepay outstanding indebtedness on theIncremental Term Loan
Facility in an aggregateprincipal amount of $200.0 million, whichhas prepaidour obligated principalrepaymentsuntil maturity on
theIncremental Term Loan and, as aresult, hasreduced our contractualobligations.Inconnectionwith therep ayment,the Company
recognizeda$3.4 millionlossonextinguishment of long-term debt.
On March20, 2023, in connectionwith aBenchmark Discontinuation Event, theCompany enteredintoAmendmentNo. 2tothe
Original Credit Agreement(“AmendmentNo. 2”), whichprovidedfor thetransitionofthe benchmarkinterestratefromLIBOR to the
SecuredOvernight FinancingRate(“SOFR”)pursuanttobenchmark replacementprovisions setforth in theOriginalCredit
Agreement. Pursuant to theterms of AmendmentNo. 2, effectivewith theinterestperiodbeginning March31, 2023, LIBORwas
replaced with Term SOFR,aforward-looking term rate basedonSOFR, plus acreditspread adjustment of 0.10% with respect to the
Term Loansand 0.00%with respect to loansunderthe Revolving Credit Facility (TermSOFRplussuchcreditspread adjustment,
“AdjustedTermSOFR”). Allother termsofthe Original Credit Agreementunrelated to thebenchmark replacementand its
incorporationwereunchangedbyAmendmentNo. 2. EffectiveMarch 31, 2023 allTermLoans outstanding arebearinginterestbased
on Adjusted Term SOFR andthere were no RevolvingCreditLoans outstanding.
101
Basedonthe calculationofthe applicable consolidated firstliennet leverage ratio,the applicable margin forborrowings underthe
Revolving Credit Facility is between 1.00% to 1.50% with respect to base rate borrowings andbetween 2.00%and 2.50% with respect
to (i)prior to March31, 2023, LIBORrateborrowings and(ii)onorafter April1,2023, Adjusted Term SOFR borrowings.The
applicable commitment feeunderthe revolving credit facility is between0.375% and0.500% perannum basedupon theconsolidated
firstlie nnet leverage ratio.The Borrowermustalsopay customaryletterofcreditfees andanannualadministrativeagencyfee.
Theinterestrates in effect forthe Original Term Loan andthe IncrementalTermLoanasofDecember31, 2023 were 8.21% and
8.71%,respectively. TheOriginalTermLoanFacility amortizes in equalquarterly installmentsinaggregateannualamountsequalto
1.00% of theprincipal amount of theOriginalTermLoanFacilityoutstanding as of thedateofthe closingofthe Original Term Loan
Facility,with thebalance beingpayable at maturity on January 29, 2027. TheIncremental Term Loan Facility amortizes in equal
quarterly installmentsinaggregate annualamountsequalto1.00% of theprincipal amount of theIncremental Term Loan Facility
outstanding as of thedateofthe closingofthe IncrementalTermLoanFacility,with thebalance beingpayable at maturity on January
29, 2027. Following the$200.0 millionaggregate principalpayment of amount of outstanding indebtedness duringthe threemonths
endedMarch 31, 2021 quarterly installmentpaymentsonthe IncrementalTermLoanFacility arenolongerrequiredfor theremaining
term of thefacility.Principal amountsoutstanding underthe Revolving Credit Facility aredue andpayable in full at maturity on
January 29, 2025. As of December31, 2023, andatall timesduringthe year endedDecember31, 2023, theCompany wasin
compliance with thefinancial debt covenants.
As theloans areissuedwithafloating rate of interest,the Companybelievesthatthe fair valueofthe obligations is approximatedby
theprincipal amount of theloans as of December31, 2023. Thecarryingvalue of theTermLoans includesthe outstanding principal
amount,lessunamortized debt issuance costs. Therefore, theCompany assumesthe carryingvalue of thedebt, before anytransaction
costs, wouldclosely approximate thefairvalue of theloanobligationwith theassumptions above.
Future maturitiesoflong-term debt as of December31, 2023, were as follows (inthousands):
2024
$ 5,750
2025 5,750
2026 5,750
2027 609,813
2028 andthereafter
Total $ 627,063
Note 13 -Shareholders'Equity
InitialPublicOffering
On February 16, 2021, theCompany completedits IPOof57.5 millionsharesofClass Acommonstock at an offering priceof$43 per
share. TheCompany receivednet proceedsof$2,361.2 millionafter deductingunderwritingdiscountsand commissions.The
Companyusedthe proceedsfromthe issuance of 48.5 million shares ($1,991.6 million) in theIPO to redeem shares of ClassA
commonstock andpurchaseCommonUnits from entities affiliatedwithour Sponsor,atapriceper share/CommonUnitequaltothe
IPOprice, netofunderwritingdiscountsand commissions.The Companyusedaportionofthe proceeds fromthe issuance of 9.0
millionshares($369.6 million) in theIPO to repay$200.0 millionofoutstanding indebtedness.
SecondaryOffering
On September15, 2021, theCompany completedasecondary offering of 20.70 million shares of ClassAcommonstock on behalf of
certain sellingstockholders affiliatedwith Blackstone (the “Blackstone SellingStockholders”) at aprice of $54.00 pershare.This
transactionresultedinthe issuance of 9.2 millionsharesofClass Acommonstock forthe period endedSeptember 30, 2021.
On March8,2023, theCompany completedasecondary offering of 13.75 millionsharesofClass Acommonstock on behalf of the
Blackstone SellingStockholders andthe Founderatapriceof$22.80 pershare.Thistransactionresultedinthe issuance of 7.2 million
shares of ClassAcommonstock forthe period endedMarch 31, 2023.
Bumble didnot sell anysharesofClass Acommonstock in theseofferings anddid not receiveany of theproceedsfromthe sales.
Bumble paid thecosts associated with thesales of shares by theBlackstone SellingStockholders andthe Founder, netofthe
underwritingdiscounts.
102
Reorganization
Priortothe IPO, on February 10, 2021 thelimitedpartnership agreementofBumbleHoldings wasamendedand restated,resultingin
thefollowing:
Bumble Inc. becamethe generalpartner of Bumble Holdings with 100% of thevotingpower andcontrolofthe management
of Bumble Holdings.
Alloutstanding ClassAUnitswereeither(1) reclassified into anew classoflimited partnershipinterestreferredtoas
“CommonUnits”, or (2)directly or indirectly exchangedfor vested shares of ClassAcommon stockofBumbleInc.
Alloutstanding ClassBUnits were either (1)reclassified into anew classoflimitedpartnership interest referredtoas
“Incentive Units”,or(2) directly or indirectly exchangedfor vested shares of ClassAcommonstock of Bumble Inc. (inthe
caseofvestedClass BUnits)and restricted shares of ClassAcommonstock of Bumble Inc. (inthe case of unvested ClassB
Units).
Recognition of anoncontrollinginterestdue to thePre-IPOCommonUnitholders retaininganeconomic interest in Bumble
Holdings relatedtoCommonUnits not exchangedfor vested shares of ClassAcommon stock.
As part of theReorganizationTransactions,the BlockerCompanies enteredintocertain restructuringtransactions that resultedinthe
Pre-IPOShareholders acquiring newlyissued shares of ClassAcommonstock in exchange fortheir ownershipinterests in the
BlockerCompanies andthe Companyacquiring an equalnumberofoutstanding CommonUnits.
Additionally, Bumble Inc. andthe holders of allCommonUnits enteredintoanexchange agreementinwhich theholders of the
CommonUnits will have theright on aquarterly basistoexchange theirCommonUnits forsharesofClass Acom monstock of the
Companyonaone-for-one basis, subject to customaryconversionrateadjustmentsfor stocksplits,stock dividends and
reclassifications.
Amendmentand RestatementofCertificateofIncorporation
TheCompany’samendedand restated certificateofincorporationhas threeclassesofownership interests: 6,000,000,000 shares of
ClassAcommonstock,par value$0.01 pershare,1,000,000 shares of ClassBcommon stock, parvalue $0.01 pershare,and
600,000,000 shares of preferredstock,par value$0.01 pershare.
ClassACommonStock
Shares of ClassAcommonstock have bothvotingand economic rights. HoldersofClass Acommonstock areentitledtoone vote for
each shareofClass Acommonstock held.Notwithstanding theforegoing, unless they elect otherwise, our Founderand affiliates of
Blackstone (collectively, the“PrincipalStockholders”) areentitledtooutsizedvotingrights. Until theHighVoteTerminationDate(as
definedbelow), each shareofClass Acommonstock held by aPrincipal Stockholderisentitledtoten votes.“High Vote Termination
Date”meansthe earlier to occurof(i) sevenyearsfromthe closingofthe IPOand (ii) thedatethe partiestothe stockholders
agreementceasetoown in theaggregate7.5% of theoutstanding shares of ClassAcommon stock, assumingexchange of allCommon
Units.SharesofClass Acommonstock areentitled to dividends andpro rata distributionofremaining availableass etsupon
liquidation. Shares of ClassAcommonstock do not have preemptive, subscription, redemptionorconversionrights.
As of December31, 2023 and2022, therewere130,687,629 and129,774,299 shares of ClassAcommon stockoutstanding.
ClassBCommonStock
Shares of ClassBcommonstock have votingbut no economic rights. HoldersofClass Bcommonstock generally areentitled,
without regard to thenumberofsharesofClass Bcommonstock held by such holder, to one votefor each CommonUnitofBumble
Holdings held by such holder. Notwithstanding theforegoing, unless they electotherwise,eachPrincipal Stockholderthatholds Class
Bcommonstock is entitled to outsized votingrights. Until theHighVoteTerminationDate, eachPrincipal Stockholderthatholds
ClassBcommonstock is entitled,without regard to thenumberofsharesofClass Bcommonstock held by such Principal
Stockholder, to anumberofvotes equalto10times theaggregatenumberofCommonUnits of Bumble Holdings held by such
PrincipalStockholder. Shares of ClassBcommon stockdonot have anyright to receive dividends or distributionupon liquidation.
As of December31, 2023 and2022, therewere20sharesofClass Bcommonstock outstanding.
PreferredStock
TheCompany is authorized to issue, without theapprovalofits stockholders,one or more series of preferredstock.The Boardmay
determine, with respect to anyseriesofpreferred stock, thepowers(including votingpowers),preferences andrelative, participating,
optionalorother special rights.
103
As of December31, 2023 and2022, no preferredstock hasbeen issued.
Treasury Stock
During fiscal 2021, theCompany used aportion of theproceedsfromthe issuance of 48.5 millionsharesinthe IPOtoredeemshares
of ClassAcommonstock from thepre-IPO owners.Repurchases of theCompany'scommonstock areincludedintreasurystock at
thecostofsharesrepurchased.
During fiscal 2021, theCompany retiredand restored thetreasurystock to thestatusofauthorized,but unissued,sharesofClass A
commonstock.
In May2023, theBoard of Directorsapprovedasharerepurchaseprogram of up to $150.0 millionofour outstanding ClassA
commonstock.OnNovember 7, 2023, theCompany announced an increase in theshare repurchaseprogram authorized amount from
$150.0 millionto$300.0 million. In December2023, theCompany andBumbleHoldings enteredintoanagreementwith Blackstone
in aprivate transactionunderthe Company’sexistingshare repurchaseprogram,underwhich theCompany agreed to repurchase
4.0 millionsharesofits ClassAcommonstock beneficially ownedbyBlackstone andBumbleHoldings agreed to repurchasefrom
Blackstone 3.2 millionCommonUnits,which areexchangeable forsharesofClass ACommonStock on aone-for-one basis, foran
aggregatepurchaseprice of $100 million. During theyear endedDecember 31, 2023, sharerepurchases were 7.8 millionsharesof
ClassAcommonstock and3.2 million CommonUnits for$157 million. As of December 31, 2023, atotal of $143 million remains
availablefor repurchaseunderthe repurchaseprogram.
Distributions
No dividends were paid in theyearsended December 31, 2023, 2022 and2021.
No dividends were outstan di ng at December31, 2023 and2022.
NoncontrollingInterests
TheCompany’snoncontrollinginterests representareserverelated to theCommonUnits held by thepre-IPOCommonUnitholders
andthe CommonUnits to whichcontinuing incentive unitholders wouldbeentitledtofollowing exchange of theirVestedIncentive
Units.
Note 14 -Earnings(Loss) perShare
TheCompany computes earnings pershare (“EPS”)ofClass Acommonstock usingthe two-classmethod requiredfor participating
securities.The Companyconsidersunvested restricted shares andvestedRSUstobeparticipatingsecurities because holders are
entitledtobecreditedwith dividend equivalent payments,upon thepayment by theCompany of dividends on shares of Common
Stock.
Undistributed earnings allocatedtoparticipatingsecuritiesare subtracted fromnet earnings (loss) attributable to Bumble Inc.in
determiningnet earnings (loss) attributable to commonstockhol ders.Basic EPSiscomputed by dividing netearnings (loss)
attributable to commonstockholders by theweighted-average numberofsharesofour ClassAcommonstock outstanding.
Forthe calculationofdiluted EPS, netearnings (loss) attributable to commonstockholders forbasic EPSisadjustedbythe effect of
dilutive securities.
DilutedEPS attributable to common stockholders is computed by dividing theresulting netearnings (loss) attributable to common
stockholders by theweighted-average numberofcommonsharesoutstanding, adjusted to give effect to dilutiveelementsincluding
restricted shares,RSUs, andoptions to theextentthese aredilutive.
Thefollowing tablesetsforth areconciliationofthe numeratorsusedtocomputethe Company'sbasic anddiluted earnings (loss) per
share(in thousands).
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Numerator:
Netearnings (loss)
$ (1,868) $ (114,124) $ 281,740
Netlossattributable to noncontrollinginterests
2,345 (34,378) (28,075)
Netearnings (loss) attributable to Bumble Inc. shareholders
$ (4,213) $ (79,746) $ 309,815
104
Thefollowing tablesetsforth thecomputationofthe Company'sbasic anddilutedearnings (loss) pershare (inthousands,exceptshare
amounts, andper shareamounts).
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Basicearnings(loss) pershare attributable to commonstockholders
Numerator
Allocationofnet earnings (loss) attributable to Bumble Inc.
shareholders $ (4,286) $ (79,691) $ 182,085
Less: netearnings (loss) attributable to participatingsecurities
446
Netearnings (loss) attributable to commonstockholders
$ (4,286) $ (79,691) $ 181,639
Denominator
Weighted averagenumberofsharesofClass Acommonstock
outstanding
134,936,824 129,421,157 121,425,908
Basicearnings (loss) pershare attributable to common stockholders $ (0.03) $ (0.62) $ 1.50
Dilutedearnings(loss) pershare attributable to common
stockholders
Numerator
Allocationofnet earnings (loss) attributable to Bumble Inc.
shareholders
$ (4,315) $ (79,691) $ 177,720
Increaseinnet earnings (loss) attributable to commonshareholders upon
conversionofpotentially dilutiveCommonUnits
102,714
Less: netearnings (loss) attributable to participatingsecurities
435
Netearnings (loss) attributable to commonstockholders
$ (4,315) $ (79,691) $ 279,999
Denominator
Number of shares used in basiccomputation
134,936,824 129,421,157 121,425,908
Add: weighted-average effect of dilutivesecurities
RSUs
1,033,701
Options
5,569
CommonUnits to Convert to ClassACommonStock
70,210,298
Weighted averagesharesofClass Acommonstock outstanding used to
calculate dilutedearnings (loss) pershare 134,936,824 129,421,157 192,675,476
Dilutedearnings (loss) pershare attributable to common stockholders $ (0.03) $ (0.62) $ 1.45
Thefollowing tablesetsforth potentiallydilutivesecuritiesthatwereexcludedfromthe dilutedearnings (loss) pershare computation
because theeffect wouldbeanti-dilutive,orissuance of such shares is contingent upon thesatisfactionofcertain conditions which
were not satisfiedbythe endofthe periods:
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Time-vesting awards:
Options 3,528,145 2,946,118 2,038,016
Restricted shares 32,255 58,247
RSUs 6,557,643 4,845,852 626,537
Incentive units 462,301 3,857,248 325,920
Totaltime-vestingawards 10,580,344 11,707,465 2,990,473
Exit-vesting awards:
Options 79,908 164,362 222,424
Restricted shares 28,386 55,744
RSUs 333,296 761,473 1,217,951
Incentive units 843,551 3,724,214 4,324,868
Totalexit-vesting awards 1,285,141 4,705,793 5,765,243
Total 11,865,485 16,413,258 8,755,716
105
Note 15 -Stock-based Compensation
Totalstock-based compensation cost,net of forfeitures wasasfollows:
(inthousands)
Year EndedDecember31,
2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Cost of revenue $ 4,054 $ 3,819 $ 3,749
Selling andmarketing expense 9,803 8,064 12,925
Generaland administrativeexpense 52,008 63,575 60,535
Productdevel opm entexpense 38,473 35,550 46,701
Totalstock-based compensation expense $ 104,338 $ 111,008 $ 123,910
Pre-IPOPlans
Priortothe IPO, awards were grantedtoemployees underthe Employee IncentivePlan(“Non-U.S. Plan”) andthe Equity Incentive
Plan (“U.S. Plan”).The participants of theNon-U.S. Plan andU.S.Planwereselected employees of theCompany andthe
subsidiaries.Inaddition, awards were grantedtoour founder, Whitney WolfeHerdunderaseparate incentive plan (the “Founder
Plan”).
Underthe FounderPlanand U.S. Plan,awardsweregranted in theformofClass BUnits in Bumble Holdings andClass BUnits in
Buzz Management Aggregator L.P.,aninterestholderinBumbleHoldings,respectively(collectively, the“ClassBUnits”).Underthe
Non-U.S. Plan,participants have receivedphantom awards of ClassBUnits in Buzz Management Aggregator L.P. (the “Phantom
ClassBUnits”) that were settledincashequaltothe notionalvalue of theBuzzManagementAggregator ClassBUnitsatthe
settlement date.
TheClass BUnits underthe FounderPlanand U.S. Plan andthe PhantomClass BUnits underthe Non-U.S. Plan comprised:
Time-Vesting ClassBUnits andTime-Vesting PhantomClass BUnits (60% of theClass BUnits andPhantom ClassB
Units granted) that generallyvestedoverafive-year serviceperiodand forwhich expensewas recognized underagraded
expenseattributionmodel; and
Exit-VestingClass BUnits andExit-VestingPhantom ClassBUnits (40% of theClass BUnits andPhantom ClassB
Units granted).Vesting forthese awards wasbased on aliquidity eventinwhich affiliatesofBlackstone receive cash
proceedsinrespect of its ClassAunits in theCompany priortothe terminationofthe participant. Further, theportionof
theExit-VestingClass BUnits andExit-VestingPhantom ClassBUnits that were to vest wasbased on certain Multiple
on Invested Capital(“MOIC”)and Internal Rate of Return (“IRR”)hurdles associated with aliquidity event. TheMOIC
andIRR hurdles impact thefairvalue of theawards. As thevestingofthe se units wascontingent upon aspecified
liquidity event, no expensewas requiredtoberecordedprior to theoccurrenceofaliquidity event.
2021 OmnibusPlanAdoption
In connectionwith theIPO,the Companyadopted the2021 Omnibus Plan,which becameeffectiveonthe date immediatelyprior to
theeffectivedateofthe IPO. TheCompany initially reserved 30,000,000 shares of ClassAcommonstock forthe issuance of awards
underthe 2021 Omnibus Plan. Thenumberofsharesavailablefor issuance underthe 2021 Omnibus Plan will be increased
automatically on January 1ofeach fiscal year,byanumberofsharesofour ClassAcommon stockequaltothe leastof(i) 12,000,000
shares of ClassAcommonstock;(ii) 5% of thetotal numberofsharesofClass Acommonstock outstanding on thelastday of the
immediately precedingfiscal year,and (iii)alowernumberofsharesasmay be determined by theBoard. Foreach of 2022 and2023,
theBoard affirmed that thenumberofsharesavailablefor issuance underthe 2021 Omnibus Plan didnot increasepursuanttothe
automatic adjustment provision. In January2024, theBoard approvedanincreaseof6,534,381 shares availablefor issuance underthe
2021 Omnibus Plan,which represents 5% of thetotal numberofsharesofClass Acommonstock outstanding on thelastday of the
immediately precedingfiscal year.
Post-IPO Award Reclassification
In connectionwith theCompany’sIPO,awardsunderthe FounderPlan, U.S. Plan,and Non-U.S. Plan were reclassified as follows:
TheTim e-Vestingand Exit-VestingClass BUnits in Bumble Holdings underthe FounderPlanand grantedtosenior
management underthe U.S. PlanwerereclassifiedtovestedIncentiveUnits (inthe caseofVestedClass BUnits)and
unvested IncentiveUnits (inthe caseofunvested ClassBUnits)inBumbleHoldings.The Incentive Units receivedasa
result of theReclassificationofClass BUnits retain thevestingattributes (including original serviceperiodvesting start
date)ofthe ClassBUnits.The Companydid not recognize anyincremental fair valuedue to thereclassificationofawards
106
as thefairvalue peraward wasthe same immediatelyprior to andafter theReclassification. Thenewly grantedIncentive
Units containthe same vestingattributes as IncentiveUnits grantedasaresult of theReclassification.
TheTime-Vestingand Exit-VestingClass BUnits in Bumble Holdings (other than thosegranted to senior management)
were reclassified to ClassAcommonstock (inthe caseofvestedClass BUnits)and restricted shares of ClassAcommon
stock(in thecaseofunvested ClassBUnits)inthe Company. Therestrictedsharesgranted as aresultofthe
reclassificationofClass BUnits retain thevesting attributes (including original serviceperiodvesting startdate) of the
ClassBUnits.The Companydid not recognize anyincremental fair valuedue to thereclassificationofawards as thefair
valueper awardwas thesameimmediately priortoand afterthe Reclassification.
TheTime-Vestingand Exit-VestingPhantom ClassBUnits in Bumble Holdings were reclas sified into vested RSUs (in
thecaseofvestedClass BPhantom Units)and unvested RSUs (inthe caseofunvested ClassBPhantomUnits)inthe
Company. TheRSUsgranted as aresultofthe reclassificationofPhantom ClassBUnits retain thevestingattributes
(including original serviceperiodvestingstart date)ofthe PhantomClass BUnits.Asthe PhantomClass BUnits were
legallysettledincashand theRSUswill be settledwith equity,thisrepresented aliability-to-equity modification. The
Companyreclassified any outstanding liabilitiestoequity andrecognizedexpenseinaccordancewith theappropriate
pattern usingthe modificationdatefairvalue.
In each of theabove reclassifications,the Post-IPOawardsretainedthe same termsand conditions (including applicable vesting
requirement). Each Post-IPOaward wasconverted to reflect the$43.00 shareprice contemplated in theCompany’sIPO while
retainingthe same economic valueinthe Company.
At theIPO date,the Companyconcludedthatour public offering representedaqualifying liquidity eventthatwouldcause theExit-
Vestingawards’ performance conditions to be probable. As such,the Companyhas begun to recognize stock-basedcompensation
expenseinrelationtothe Exit-Vestingawards.
Thefairvalue of Time-Vestingawardsgranted or modified at thetime of theIPO wasdetermined usingthe Black-Scholes option
pricingmodelwith thefollowing assumptions:
Volatility 55%-60%
Expected Life 0.5 -7.4 years
Risk-freerate 0.1%-0.8%
Fair valueper unit $43.00
Dividend yield 0.0%
Discount forlackofmarketability
(1)
15% -25%
Thefairvalue of Exit-Vesting awards grantedormodified at thetime of theIPO wasdeterminedusing aMonteCarlo simulation
approach in an optionpricing framework,where thecommonstock priceofthe Companywas evolvedusing aGeometric Brownian
Motionoveraperiod fromthe ValuationDatetothe date of Management's expected exit date -adate at whichMOICand IRR
realized by theSponsorcan be calculated (“Sponsor Exit”), with thefollowing assumptions:
Volatility 55%
Expected Life 1.8 years
Risk-freerate 0.1%
Fair valueper unit $43.00
Dividend yield 0.0%
Discount forlackofmarketability
(1)
15%
(1)Discount forlackofmarketability forTime-Vestingawardsand Exit-Vestingawardsisonlyapplicable forIncentive Units granted
in Bumble Holdings at thetimeofthe IPO.
Post-IPO Modification of Exit VestingAwards
On July 15, 2022, theExit-Vestingawardsgranted to 386 participants were modified to also provide fortime-based vestingin36
equalinstallments, with thefirst installment vestingonAugust29, 2022 andsubsequent installments vestingoneachofthe next 35
monthlyanniversariesofAugust29, 2022, subject to theaward holder'scontinuedemploymentthrough each applicable vestingdate
andsubjecttoother termsand conditions of theaward.Incremental expenseassociated with themodificationofthe Exit-Vesting
awards was$35.8 million, whichisexpected to be recognizedoveraperiod of 3.0 years. If theperformance conditions aremet prior
107
to theirrespectivetime-vestingschedules,vestingofthese Exit-Vestingawardsand theassociatedstock-based compensation will be
acceleratedpursuanttothe termsofthe awardagreements.
Incrementalexpensefor themodified Exit-Vestingawardswas basedonthe modificationdatefairvalue of modified Exit-Vesting
Awards. Themodificationdatefairvalue wasmeasuredusing aMonteCarlo model, whichincorporates various assumptions noted in
thefollowing table. Useofavaluationmodelrequiresmanagementtomakecertain assumptions with respect to selected modelinputs.
Expected volatility wascalculatedbased on theobservedequity volatility forcomparablecompanies.The expected time to liquidity
eventwas basedonmanagement’sestimateoftimetoanexpected liquidity event. Thedividendyield wasbased on theCompany’s
expected dividend rate.The risk-freeinterestratewas basedonU.S.Treasuryzero-coupon issues.Forfeituresare accounted foras
they occur.
Theweighted-average assumptions theCompany used in theMonteCarlo modelfor themodified Exit-Vestingawardsin2022 were
as follows:
Dividend yield
Expected volatility 60%
Risk-freeinterestrate 2.1% to 3.1%
Expected time to liquidity event(years) 1.0
Compensation cost relatedtothe Exit-Vestingawardsfor theyears endedDecember31, 2023, 2022 and2021 was$13.2 million,
$31.3 millionand $26.3million, respectively.
On February 25, 2023, theBoard of Directorsapprovedamendments to outstanding Exit-Vestingawardswith respecttochange in
controlprovisions.See “Item9B—OtherInformation” foradditionaldetails. TheCompany reviewed theamendments to thechange
of controlprovisions in accordance with ASC718, Compensation—StockCompensation,and determined that themodificationdoes
not impact theexistingexpense recognitionand financialstatement presentation.
IndependentDirector Compensation PolicyAdoption
Underthe Company’sNon-EmployeeDirector CompensationPolicy, as amended, non-employeedirectorsofthe Company(other
than directorsemployedbyBlackstone), areeligibletobegranted initialand annualRSUs.
Stock-BasedCom pensationAwards
Shares issued forthe exercise of stockoptions or vestingofrestrictedshares, incentiveunits,orrestrictedstock units areissued from
authorized but unissued ClassAcommonstock or CommonUnits.
Incentive Units in Bumble Holdings
TheTime-VestingIncentive Units ge nerallyvestoverafive-year serviceperiodand forwhich expenseisrecognized underagraded
expenseattributionmodel. As describedabove in thesectionheaded“Post-IPOModificationofExitVestingAwards”,the Exit-
VestingIncentive Units vest in 36 equalmonthlyinstallments, beginning on August29, 2022. If theperformance conditions under
whichBlackstone andits affiliatesreceivecashproceeds in respectofcertain MOIC andIRR hurdles aremet priortotheir respective
time-vestingschedules,vesting of theseExit-Vestingawardswillbeaccelerated.
Thefollowing tablesummarizes informationaround IncentiveUnits in Bumble Holdings.These include grants of ClassBUnits that
were reclassified into Incentive Units as describedabove,aswellasIncentive Units issued to newrecipients:
Time-Vesting Incentive Units Exit-Vesting Incentive Units
Number of
Awards
Weighted-
Average
Participation
Threshold
Number of
Awards
Weighted-
Average
Participation
Threshold
Unvested as of December31, 2022 3,857,248 $ 14.33 3,724,214 $ 13.81
Granted
Vested (1,265,529) 13.87 (1,410,047) 13.16
Forfeited (577,677) 19.57 (496,872) 15.71
Unvested as of December31, 2023 2,014,042 $ 13.11 1,817,295 $ 12.89
108
As of December31, 2023, totalunrecognizedcompensationcostrelated to theTime-VestingIncentive Units is $2.4 million, whichis
expected to be recognized overaweighted-average period of 1.2 years. Totalunrecognized compensationcostrelated to theExit-
VestingIncentive Units is $5.2 million, whichisexpected to be recognized overaweighted averageperiodof1.5 years.
During theyearendedDecember31, 2021, theCompany enteredintoanagreement with one of its employees,which resulted in the
accelerationofstock-based compensation expenseof$6.9 million whichwas recorded within “General andadministrativeexpense”
within theconsolidated statements of operations duringthe second quarter of 2021. Thefairvalue of theTime-VestingIncentive Units
andExit-VestingIncentiveUnits were calculatedusing theBlack-Scholes optionpricing modeland aMonteCarlo simulation
approach in an optionpricing framework,respectively.
Restricted Shares of ClassACommonStock in Bumble Inc.
TheTime-VestingrestrictedsharesofClass Acommonstock generally vest overafive-year serviceperiodand forwhich expenseis
recognizedunderagraded expenseattributionmodel. As describedabove in thesectionheaded “Post-IPOModificationofExit
VestingAwards”,the Exit-VestingrestrictedsharesofClass Acommonstock vest in 36 equalmonthlyinstallments, beginning on
August29, 2022. If theperformance conditions underwhich Blackstone andits affiliatesreceive cash proceedsinrespect of certain
MOIC andIRR hurdles aremet priortotheir respectivetime-vesting schedules,vestingofthese Exit-Vestingawardswillbe
accelerated.
Thefollowing tablesummarizes informationaround restricted shares in theCompany:
Time-Vesting Restricted Shares of
ClassACommonStock
Exit-Vesting Restricted Shares of
ClassACommonStock
Number of
Awards
Weighted-
Average Grant
Date Fair Value
Number of
Awards
Weighted-
Average Grant
Date Fair Value
Unvested as of December31, 2022 58,247 $ 7.02 55,744 $ 17.26
Granted
Vested (19,330) 7.02 (20,085) 17.21
Forfeited (6,662) 7.76 (7,273) 17.89
Unvested as of December31, 2023 32,255 $ 6.87 28,386 $ 17.13
As of December31, 2023, totalunrecognizedcompensationcostrelated to theTime-Vestingrestrictedsharesis$29.0 thousand,
whichisexpected to be recognized overaweighted-average period of 1.1 years. Totalunrecognized compensationcostrelated to the
Exit-Vestingrestrictedsharesis$0.1 million, whichisexpected to be recognized overaweighted averageperiodof1.6 years.
RSUs in Bumble Inc.
Time-Vesting RSUs that were grantedasaresult of theReclassificationgenerally vest in equalannualinstallments overafive-year
period. Time-VestingRSUsgranted sincethe Company’sIPO generally vest overafour-year period, with 25% vestingonthe first
anniversaryofthe date of grant, or othervestingcommencementdate, andthe remaining75% of theaward vestsinequa linstallments
on each monthly, quarterly or annualanniversarythereafter. In 2023, Time-VestingRSUsgranted to independent directorsvestonthe
earlier of (i)immediately priortothe firstannualmeetingofthe shareholders of theCompany following thegrant date,or(ii)the first
anniversaryofthe current year annualmeetingofthe shareholders of theCompany. Beginning in January 2024, annualTime-Vesting
RSUs grantedunderthe Non-EmployeeDirector CompensationPolicy vest on theearlier of (i)immediately priortothe firstannual
meetingofthe shareholders of theCompany following thegrant date,or(ii)the firstanniversaryofgrant date.InitialTime-Vesting
RSUs grantedtonon-employeedirectorsvestoverathree-year period. Theexpensefor Time-Vesting RSUs is recognizedundera
graded expenseattributionmodel. As describedabove in thesectionheaded “Post-IPOModificationofExitVestingAwards”,the
Exit-VestingRSUsvestin36equalmonthlyinstallments, beginning on August29, 2022. If theperformance conditions underwhich
Blackstone andits affiliates receive cashproceedsinrespect of certain MOIC andIRR hurdles aremet priortotheir respective time-
vestingschedules,vestingofthese Exit-Vestingawardswill be accelerated.
109
Thefollowing tablesummarizes informationaround RSUs in theCompany, whichincludesgrantsofPhantom ClassBUnits that were
reclassified into RSUs in conjunction with theIPO,aswellasRSUsissuedtonew recipients andnon-employeedirectors:
Time-Vesting RSUs Exit-Vesting RSUs
Number of
Awards
Weighted-
Average
Grant-Date
Fair
Value
Number of
Awards
Weighted-
Average
Grant-Date
Fair
Value
Unvested as of December31, 2022 4,845,852 $ 32.50 761,473 $ 40.23
Granted 4,458,859 21.14
Vested (1,862,228) 31.86 (222,584) 42.36
Forfeited (884,840) 29.16 (205,593) 33.77
Unvested as of December31, 2023 6,557,643 $ 25.41 333,296 $ 42.79
Thetotal fair valueofRSUsasofthe respectivevesting datesduringthe yearsendedDecember31, 2023,2022, and2021 was$42.1
million, $23.5 million, and$20.0 million, respectively. As of December31, 2023, totalunrecognized compensationcostrelated to the
Time-Vesting RSUs is $67.3 million, whichisexpectedtoberecognized overaweighted-average period of 2.7 years. Total
unrecognizedcompensationcostrelated to theExit-VestingRSUsis$3.2 million, whichisexpected to be recognized overaweighted
averageperiodof1.6 years.
Options
Time-Vesting stockoptions either vest overafour or afive-year period. Theexpensefor Time-Vesting stockoptions is recognized
underagraded expenseattributionmodel. As describedabove in thesectionheaded “Post-IPOModificationofExitVesting Awards”,
theExit-Vestingstock options vest in 36 equalmonthlyinstallments,beginning on August29, 2022. If theperformance conditions
basedonaliquidity eventare metprior to theirrespectivetime-vestingschedules,vesting of theseExit-Vestingawardswillbe
accelerated.
We estimate thefairvalue of stockoptions on thedateofgrant usingaBlack-Scholes option-pricingvaluationmodel, whichusesthe
expected optionterm, stockprice volatility,and therisk-freeinterestrate. Theexpected optiontermassumption reflectsthe period for
whichwebelieve theoptionwillremainoutstanding. We elected to usethe simplifiedmethod to determinethe expected optionterm,
whichisthe averageofthe option’svestingand contractualterm, as we do not have sufficienthistorical exercise data to provide a
reasonablebasis upon whichtoestimate expected term due to thelimitedperiodoftimeour shares have been publicly traded.Our
computationofexpected volatility is basedonthe historical volatility of selected comparable publicly-tradedcompanies overaperiod
equaltothe expected term of theoption. Therisk-freeinterestratereflectsthe U.S. Treasury yieldcurve forasimilarinstrumentwith
thesameexpected term in effect at thetimeofthe grant. Thefollowing assumptions were utilized to calculate thefairvalue of Time-
VestingOptions grantedduringthe year endedDecember31, 2023, 2022, and2021:
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
Volatility 60%-80% 56%-70% 60%
Expected Life 7years 7years 7years
Risk-freerate 3.7% -4.4% 1.7% -3.9% 1.5%
Fair valueper unit $10.00 -$15.30 $13.94 -$17.66 $30.59
Dividend yield 0.0% 0.0% 0.0%
Thefollowing tablesummarizes theCompany’s optionactivityasitrelates to Time-Vesting stockoptions as of December31, 2023:
Number of
Options
Weighted-
Average
Exercise
PricePer
Share
Weighted-
Average
GrantDate
Fair Value
PerShare
Outstanding as of December 31, 2022 2,946,118 $ 35.64 $ 20.34
Granted 1,250,466 20.84 13.42
Exercised
Forfeitedand expired (668,439) 33.10 20.30
Outstanding as of December 31, 2023 3,528,145 $ 30.87 $ 17.75
ExercisableasofDecember31, 2023 1,174,843 $ 36.03 $ 19.78
110
Thefollowing tablesummarizes theCompany’s optionactivityasitrelates to Exit-Vestingstock options as of December31, 2023:
Number of
Options
Weighted-
Average
Exercise
PricePer
Share
Weighted-
Average
GrantDate
Fair Value
PerShare
Outstanding as of December 31, 2022 164,362 $ 43.00 $ 18.66
Granted
Exercised
Forfeited (84,454) 43.00 15.30
Outstanding as of December 31, 2023 79,908 $ 43.00 $ 22.21
ExercisableasofDecember31, 2023 37,731 $ 43.00 $ 22.21
As of December31, 2023, totalunrecognizedcompensationcostrelated to theTime-Vestingoptions is $12.9 million, whichis
expected to be recognized overaweighted-average period of 2.5 years. Totalunrecognized compensationcostrelated to theExit-
Vestingoptions is $0.2 million, whichisexpected to be recognized overaweighted-average period of 1.6 years.
Options have amaximumcontractualtermof10years. Theaggregateintrinsic value–assumingall options areexpected to vest –and
weighted averageremaining contractualterms of Time-Vestingand Exit-Vestingoptions outstanding andoptions exercisablewereas
follows as of December31, 2023:
Aggregateintrinsic value
Time-Vesting options outstanding
Time Vestingoptions exercisable
Exit-Vestingoptions outstanding
Exit-Vestingoptions exercisable
Weighted-average remainingcontractualterm(in years)
Time-Vesting options outstanding 8.0
Time Vestingoptions exercisable 7.1
Exit-Vestingoptions outstanding 7.1
Exit-Vestingoptions exercisable 7.1
Theweighted-average exercise priceexceeded themarketprice as of December31, 2023, andassuch, resulted in theaggregate
intrinsicvalue to be negativefor allofthe Company’sstock options (referredtoas“out-of-the money”).
Employee StockPurchasePlan
In connectionwith theIPO,onFebruary10, 2021, Bumble Inc. adopted the2021 EmployeeStock Purchase Plan (the “ESPP”). The
ESPP allows theCompany to make one or more offerings to its employees to purchasesharesunderthe ESPP.The firstofferingwill
beginand endondates to be determined by theplanadministrator. TheESPP allows participants to purchaseClass Acommonstock
through contributions of up to 15%oftheir totalcompensation. Thepurchaseprice of theClass Acommonstock will be 85% of the
lesserofthe fair market valueofour ClassAcommonstock as determined on theappl icable grantdateorthe applicable purchase
period enddate(providedthat, in no eventmay thepurchaseprice be less than thepar valueper shareofour ClassAcommon stock).
TheCompany hasinitiallyreserved4,500,000 shares of ClassAcommonstock forissuanceunderthe ESPP. Thenumberofshares
availablefor issuance underthe ESPP will be increasedautomatically on January 1ofeachfiscal year beginning in 2022 by anumber
of shares of our ClassAcommonstock equaltothe lesser of (i)the positivedifferencebetween 1% of thesharesoutstanding on the
finalday of theimmediately pr ecedingfiscal year andthe ESPP sharereserve on thefinal dayofthe immediatelypreceding fiscal
year;and (ii) alower numberofsharesasmay be determined by theBoard.The Boardelected not to approve an increase to the
numberofsharesavailable forissuanceunderthe ESPP foreach of 2022, 2023 and2024. As of December31, 2023, theESPP hasnot
been activated andthere were no offering periods during2023.
111
Note 16 -Benefit Plans
Long-TermIncentivePlan
TheCompany establishedalong-term cashincentiveplan(the“LTIP”)onJune 1, 2018 with an estimatedperformance measurement
period of threetofour years. Performancewas measured basedonthe Company’sperformance againstthe followingpre-established
targets: (i)the target monthlyaverage users; (ii) revenue, and(iii) profits. TheCompany recorded expensefor theLTIPofnil,nil and
$(0.1) millioninthe yearsendedDecember31, 2023, 2022 and2021, respectively. As of December31, 2023 andDecember31, 2022,
theCompany hadnoaccruedbalance forthe LTIP.
DefinedContributionPlan
TheCompany participates in various benefitplans,principally definedcontributionplans.The Company’scontributions forthese
plansfor theyearendedDecember31, 2023, 2022 and2021, are$6.2 million, $5.4 millionand $3.8 million, respectively.
Note 17 -Related PartyTransactions
In theordinarycourse of operations,the Companyentersintotransactions with relatedparties, as discussedbelow.The following
tablesummarizes balances with relatedparties(in thousands):
RelatedParty relationship Type of Transaction FinancialStatement Line
Year Ended
December31,
2023
Year Ended
December31,
2022
Year Ended
December31,
2021
Other Moderatorcosts Cost of revenue $ 5,489 $ 1,753 $
Other Advertisingrevenue Revenue 788 501
Other Marketingcosts Selling andmarketing
expense
5,573 3,292 3,661
Other
Taxreceivableagreement
liability remeasurement
benefit
Otherincome(expense),
net
10,341 5,332 1,112
Shareholder Consultingexpenses Generaland administrative
expense 425
Companyowned by a
Director
LoansrepaidbyWhitney
WolfeHerd
LimitedPartners’ interest
95,465
RelatedParty relationship Type of Transaction FinancialStatement Line
December31,
2023
December31,
2022
Other Taxreceivableagreement
Payabletorelated parties
pursuanttoataxreceivable
agreement
$ 430,196 $ 394,312
Shareholder RepurchaseofClass A
commonstock andCommon
Units
Treasurystock and
Noncontrolling interests
100,000
FounderLoan
On January 29, 2020, theCom pany recognized a$119.0 millionloantoanentitycontrolledbythe Founder, whichwas recordedasa
reduction of “Limited Partners’interest” in theconsolidated balancesheets. In connectionwith thedividends paid,the Company’s
Founderrepaid$25.6 millionofthe loan (the "FounderLoan"), whichwas recorded as an increasetoLimitedPartners’ Interest.Asof
December31, 2020, $93.4 millionremainedoutstanding.
On January 14, 2021, our Founder settledthe outstanding balanceofthe loan plus accruedinterestfor atotal of $95.5 million when
Bumble Holdings distributed theloaninredemptionof63,643,425 ClassAunits held by BeehiveHoldings III, LP with ahypothetical
fair valueequalto$95.5 million(such ClassAunits,the “LoanSettlementUnits”).Since thevalue of theLoanSettlementUnits
redeemed by Bumble Holdings,determined usingthe volume-weighted averageprice of theClass Acommonstock on Nasdaq during
theregular tradingsession as reportedbyBloomberg L.P. forthe 30-dayperiodbeginning on February 16, 2021 (the “Applicable
VWAP”),exceeded theimplied valueofthe Loan Settlement Units on thesettlementdatefor purposes of repaying theloan, Bumble
Holdings delivered to BeehiveHoldings III, LP 3,252,056 CommonUnits whichare exchangeable forsharesofClass Acommon
stockhavingavaluebased on theApplicable VWAP equaltosuchexcessamount.The settlement of theFounderloanwas recorded
as an equity transactionwithnonet impacttothe accompanying consolidated balancesheet.
112
UnderwritingofIPO
Blackstone SecuritiesPartnersL.P., an affiliate of Blackstone,underwrote 4.1millionofthe 57.5 millionsharesofClass Acommon
stockofferedtothe market in theIPO,with underwritingdiscountsand commissions of $1.935 pershare paid by theCompany.
Redemption of ClassACommonStock and PurchaseCommonUnits in Connectionwith theIPO
TheCompany used theproceedsfromthe issuance of 48.5 millionshares($1,991.6 million) in theIPO to redeem shares of ClassA
commonstock andpurchaseCommonUnits from our Sponsor, at aprice pershare /CommonUnitequaltothe IPOprice, netof
underwritingdiscountsand commissions.
ShareRepurchase
In December2023, theCompany andBumbleHoldings enteredintoanagreementwith certain entitiesaffiliatedwith Blackstone in a
privatetransactionunderthe Company’sexistingshare repurchaseprogram,underwhich theCompany agreed to repurchase
approximately 4.0 millionsharesofits ClassAcommonstock beneficially ownedbyBlackstone andBumbleHoldings agreed to
repurchasefromBlackstone approximately 3.2 millionCommonUnits,which areexchangeable forsharesofClass Acommonstock
on aone-for-one basis, foranaggregate purchaseprice of $100 million.
Payabletorelated partiespur suant to atax receivableagreement
Concurrent with thecompletionofthe IPO, theCompany enteredintoataxreceivableagreement with pre-IPOownersincluding our
Founder, our Sponsor,anaffiliateofAccel Partners LP andmanagementand otherequity holders (see Note 5, PayabletoRelated
PartiesPursuant to aTax ReceivableAgreement).
Other
TheCompany recognizes advertisingrevenuesand incurs marketingexpenses fromLiftoff Mobile Inc. ("Liftoff"), acompany in
whichBlackstone affiliatedfundsholdacontrollinginterest. TheCompany uses TaskUs Inc. ("TaskUs"),acompanyinwhich
Blackstone affiliatedfunds holds more than 20% of ownershipinterest, formoderatorservices. In addition, theCompany incurred
consultingexpe nses fromBlackstone.
Note 18 -Segment andGeographicInformation
TheCompany operatesasasingle operatingsegment.The Company’schief operatingdecisionmaker is theChief Executive Officer,
whoreviews financialinformation presentedonaconsolidated basis, accompaniedbydisaggregated informationabout theCompany’s
revenue,for purposes of making operatingdecisions,assessing financialperformance andallocatingres ources.
Revenue by majorgeographicregionisbased upon thelocationofthe customerswho receive theCompany'sservices.The
informationbelow summarizesrevenue by geographicarea, basedoncustomerlocation(in thousands):
Year Ended
December31, 2023
Year Ended
December31, 2022
Year Ended
December31, 2021
NorthAmerica
(1)
$ 597,545 $ 546,485 $ 439,350
Rest of theworld 454,285 357,018 321,560
Total $ 1,051,830 $ 903,503 $ 760,910
(1)North Americarevenue includesrevenue fromthe United States andCanada.
TheUnitedStatesisthe onlycountry with revenues of 10% or more of theCompany’stotal revenue.
113
Theinformationbelow summarizes propertyand equipment, netbygeographicarea(in thousands):
December31, December31,
2023 2022
UnitedKingdom $ 4,522 $ 5,893
UnitedStates 2,836 4,462
Czech Republic 2,952 1,491
Rest of theworld 2,152 2,621
Total $ 12,462 $ 14,467
UnitedKingdom,UnitedStatesand CzechRepublic arethe onlycountries with propertyand equipmentof10% or more of the
Company’stotal propertyand equipment, net.
Note 19 -Commitmentsand Contingencies
TheCompany hasentered into indemnificationagreements with theCompany’sofficersand directorsfor certaineventsor
occurrences.The Companymaintains adirectors andofficersinsurance policytoprovide coverage in theevent of aclaim againstan
officer or director.
Litigation
We aresubject to various legalproceedings,claims,and governmental inspections,audits or investigations arisingout of our business
whichcovermatters such as generalcommercial, consumer protection, governmental regulations,productliability,privacy,safety,
environmental, intellectualproperty, employmentand otheractions that areincidentaltoour business, including anumberof
trademarkproceedings,bothoffensiveand defensive, regardingthe BUMBLE, BADOO andFRUITZmarks.These matters are
subject to inherent uncertaintiesand it is possiblethatanunfavorable outcome of one or more of theselegal proceedings or other
contingenciescouldhaveamaterial impactonthe business, financialcondition, or resultsofoperations of theCompany.
LitigationRelated to theIllinoisBiometric InformationPrivacy Act(“BIPA”)
In late 2021 andearly 2022, four putativeclass actionlawsuits were filedagainst theCompany alleging that certain features of the
Badoo or Bumble apps violatethe IllinoisBIPA. Each of theselawsuits allege that theapps used facial geometry scansinviolation of
BIPA’s authorization, consent, anddataretentionpolicyprovisions.Plaintiffs in theselawsuits seek statutorydamages,compensatory
damages, attorneys’ fees,injunctiverelief, and(in one action) punitivedamages.The partiesinsomeofthese lawsuits have filed
motions with thecourtonprocedural issues andsomeofthe lawsuits have been narrowed. Thepartieshaveengagedinpreliminary
settlement discussions andanagreement in principlehas been reached.Anaccrualhas been made basedonthe probableand estimable
loss. In February 2024, an additionalclass actionlawsuit wasfiled in Illinoisallegingthatcertain features of Bumble appviolates
BIPA.Thiscaseisearly stageand theCompany cannot predictatthispoint thelengthoftime that this matter will be ongoing, the
outcome or theliability,ifany, whichmay arisetherefrom.
In August2023, theCompany receivedover17,000 pre-arbitrationdemands regardingBumble’sallegedviolationofBIPA. The
Companyisevaluatingthe demands andcannot predictatthispoint thelengthoftime that thesematters will be ongoing, their
outcome or theliability,ifany, whichmay arisetherefrom.
Proceedings Relatedtothe September2021 SecondaryPublic StockOffering(the“SPO”)
In January 2022, apurportedclass actioncomplaint,UALocal 13 PensionFund v. Bumble Inc. et al., wasfiled in theUnitedStates
District Court forthe Southern District of NewYorknaming, among others,the Company, our ChiefExecutiveOfficer,our Chief
FinancialOfficer,our BoardofDirectors andBlackstone,asdefendants. Thecomplaint assertsclaims underthe U.S. federalsecurities
laws,purportedlybrought on behalf of aclass of purchasersofsharesofClass Acommonstock in Bumble’s secondary public stock
offering that took place in September2021 (the “SPO”),thatthe SPO Registration Statementand prospectus containedfalse and
misleadingstatementsoromissions by failingtodisclosecertain informationconcerning Bumble andBadoo apppayingusers and
relatedtrendsand issues with theBadoo apppayment platform,and that as aresultofthe foregoing, Bumble’s businessmetrics and
financialprospectswerenot as strong as representedinthe SPORegistrationStatement andprospectus.The complaintseeks
unspecified damagesand an awardofcosts andexpenses, including reasonableattorneys’fees,aswellasequitablerelief. In March
2023, theparties executedasettlement agreement that includesafull releaseofthe asserted claims againstthe Companyand other
defendantsinexchange forasettlement amount of $18 million. Thesettlementdoesnot reflect an admission of anyallegationor
wrongdoing. In August2023, thecourtgranted finalapprovalofthe settlement.The Companyand its insurers have paid thefull
settlement amount into an escrowaccount in accordance with theterms of thecourt’sprior preliminaryapproval.
114
Sixshareholder derivativecomplaintshavebeenfiledinthe UnitedStatesDistrictCourtfor theSouthern District of NewYork,
UnitedState sDistrictCourtfor theDistrictofDelawareand Delaware CourtofChanceryagainst theCompany andcertain directors
andofficers assertingclaimsunderthe U.S. federalsecuritieslawsthatthe RegistrationStatement andprospectususedfor theSPO
containedfalse andmisleadingstatementsoromissions by failing to disclose certain informationconcerning Bumble andBadoo app
paying usersand relatedtrendsand issues with theBadoo apppayment platform,and that as aresultofthe foregoing, Bumble’s
businessmetrics andfinancial prospectswerenot as strong as representedinthe SPO RegistrationStatement andprospectus. The
Glover-Mottshareholderderivativecomplaint wasfil ed in April2022 in federalcourt. TheMichael Schirano shareholderderivative
complaintwas filedinMay 2023 in federalcourt. TheUnitedStatesDistrictCourtfor theDistrictofDelawareordered thetwo actions
consolidated in August2023 underthe captionInReBumbleInc.StockholderDerivativeLitigation. An amendedconsolidated
complaintwas filedinAugust2023 alleging violations of Section14(a) of theExchange Act, Section10(b) of theExchange Actand
Rule 10b-5promulgated thereunder, andSection 29(b) of theExchange Act, as well as forbreach of fiduciary duty, waste, andunjust
enrichment against, amongothers, management,our BoardofDirectors andBlackstone.The complaintseeksunspecified damages;
rescission of certainemploymentagreements between theindividualdefendantsand theCompany, disgorgement fromdefendantsof
anyimproperlyorunjustly obtainedprofits or benefits;anaward of costsand disbursements, includi ng reasonableattorneys’ fees;
punitive damages; pre- andpost-judgmentinterest, andthatthe Companybedirected to take actiontoreformits corporategovernance
andinternalprocedures.
Twofederal courtshareholder derivativecomplaintswerevoluntarily dismissedinJuly2023.
In January 2023 andFebruary2023, purportedshareholdersAlberto Sanchezand City of Vero BeachPoliceOfficers’Retirement
TrustFund, respectively, filedshareholderderivativecomplaintsinthe Delaware CourtofChancery. In March2023, theDelaware
CourtofChanceryconsolidated thoseactions underthe captionInreBumbleInc.StockholderDerivativeLitigation. In April2023,
theconsolidated actionplaintiffs filedaconsolidated complaintthatassertsclaims forbreach of fiduciary dutyand unjustenrichment
against, among others,management, our BoardofDirectors,and Blackstone.The complaintseeksunspecified damages; afinding that
theindividualdefendantsbreached theirfiduciary duties; disgorgement fromdefendantsofany unjustlyobtainedprofits or benefits;
andanaward of costsand disbursement,including attorneys’ fees,accountants’fees, andexperts’ fees.InOctober2023, thecourt
denied defendants’ motiontodismissthe consolidated complaint.
In August2023, Bumble received litigationdemands from(i) counsel representingthe purportedBumbleshareholderwho filedthe
voluntarilydismissedWilliamB.FedermanIrrevocable Trustderivativeactioninthe U.S. District Courtfor theDistrictofDelaware
and(ii)counsel representingthe purportedBumbleshareholderwho filedthe voluntarily dismissedDanaMessana derivativeactionin
theU.S.DistrictCourtfor theDistrictofDelaware. Both litigationdemands aredirected to theBumbleBoard andcontains factual
allegations involving theSeptember 2021 SPOthatare generally consistent with thoseinthe derivative litigationfiledinstate and
federalcourt. Theletters demand,among otherthings,thatBumble’sBoard undertakeaninde pendent investigationintoallegedlegal
violations,and that Bumble commenceacivil actiontopursuerelated claims againstany individuals whoallegedly harmed Bumble.
In November 2023, Bumble formed aSpecial LitigationCommittee(“SLC”) to investigatethe claims at-issueinthe In Re Bumble
Inc. StockholderDerivativeLitigationpending in theUnitedStatesDistrictCourtfor theDistrictofDelawareand Delaware Courtof
Chancery, as well as theWilliamB.FedermanIrrevocable Trustand Dana Messana litigationdemands.InJanuary 2024, the
Delaware CourtofChanceryentered an orderstaying thelitigationfor 180 days while theSLC investigationisongoing, andthe
UnitedState sDistrictCourtfor theDistrictofDelawareso-orderedastipulationsimilarlystaying thelitigationuntil July 15, 2024
while theSLC investigationisongoing. Management is unabletodeterminearange of potentiallossesthatisreasonablypossibleof
occurring.
TheCompany hasalsoreceivedaninquiry fromthe SECrelatingtothe disclosuresatissue in theSPO classactioncomplaint.The
Companycannotpredict at this point thelengthoftimethatthese matters will be ongoing, theiroutcome or theliability,ifany, which
mayarise therefrom.
Proceedings Relatedtothe CaliforniaUnruh CivilRightsAct
Between June 2023 andAugust2023, theCompany received over20,000 pre-arbitrationdemands or demands forarbitration
regardingBumble’sallegedviolation of California’sUnruh CivilRightsAct as aresultofits “women message first” feature. We
agreed to enterintomediations and, as aresult, thearbitrations were stayed pending resolutionofthe mediations.The mediations
concludedsuccessfully,and theCompany hasmade, or is negotiatingthe termspursuanttowhich it anticipates making, settlement
offers to each of theindividualclaimants basedonthe outcomesofthe mediations.Although theCompany expectsthatmost
claimantswill acceptthe settlement offers andthatmostdemands will be withdrawnand dismissed, certain claimantswho reject the
settlement offers maycontinue to prosecute theirdemands.The Companycannot predictatthistime thenumberofclaimants whowill
continue to prosecute theirdemands andthus cannot predictatthistime theoutcome or liabilitythatmay result fromany such
continuedarbitrations.For theyearendedDecember31, 2023, we recorded approximately $20.3 millionincosts in connectionwith
theaforementionedmatters.
115
From timetotime,the Companyissubjecttopatentlitigations asserted by non-practicingentities.
As of December31, 2023 andDecember31, 2022, theCompany determined that provisions of $65.8 millionand $20.5 million,
respectively, reflectour best estimate of anyprobablefutureobligationfor theCompany’slitigations.The provision as of December
31, 2023, includesamountsaccruedinconnectionwiththe litigationrelated to theBIPAand mass arbitrations describedabove,and
theprovision as of December 31, 2022, includesamountsaccruedwithrespect to theCompany’sclass actionlawsuit relatedtothe
SPO,representingmanagement’sthen-current estimatedprobablelossfor this matterfollowing acourt-orderedmediationbetween the
partiestothe litigation. During theyear endedDecember31, 2023, theCompany paid $19.1 milliontosettle litigationmatters,which
amount is accordinglynolongerreflected in theprovision as of December31, 2023. Legalexpenses areincludedin“Generaland
administrativeexpense” in theaccompanyingconsolidated statements of operations.
Purchase Commitments
In May2023, theCompany amendedthe agreementfor third-partycloud services,which superseded andreplaced theSeptember 2022
agreement. Underthe amendedterms,the Companyiscommittedtopay aminimumof$12.0 millionoverthe period of 18 months.If
at theend of the18months,orupon earlytermination, theCompany hasnot reached the$12.0 millioninspend, theCompany will be
requiredtopay forthe differencebetween thesum of fees alreadyincurredand theminimumcommitment.AsofDecember 31, 2023,
our minimum commitment remainingis$8.4 million.
Note 20 -Subs equent Events
In January 2024, Bumble Inc. made a$2.7 milliondistributiontothe non-controllinginterestholders of Bumble Holdings.
In January 2024, theCompany repurchased1.4 millionsharesofClass Acommonstock pursuanttoatradingplanunderRule10b5-1
of theExchange Actinthe amount of $20.0 million. As of January 31, 2024, atotal of $123 millionremains availablefor repurchase
underthe repurchaseprogram.
In January 2024, we replaced our current interest rate swapsand enteredintonew interest rate swapsfor thesamenotionalvalue of
$350.0 milliontoextendthe expiration fromJune 2024 to January 2027.
On February 27, 2024, we announced that theCompany intends to reduceits globalworkforce by approximately 350 rolestobetter
alignour operatingmodelwithfuturestrategic priorities andtodrive strongeroperatingleverage. As aresult, we expect to incur
approximately $20 millionto$25 millionofnon-recurring charges, consistingprimarily of employeeseverance, benefits,and related
chargesfor impacted employees.
116
Item 9. Changesinand Disagreements with Accountants on Accounting andFinancial Disclosure
None.
Item 9A.Controlsand Procedures
Evaluation of Disclosure Controls andProcedures
Bumble’s management conductedanevaluation, underthe supervisionand with theparticipationofits ChiefExecutiveOfficer
(CEO)and ChiefFinancial Officer (CFO), of theeffectivenessofthe design andour disclosure controls andprocedures (as
definedbyRule14a-15(e) and15d-15(e) of theExchange Act) at December31, 2023. Ourdisclosurecontrols andprocedures are
designedtoens urethatinformationrequiredtobedisclosed by theCompany in reports that it filesorsubmits underthe Exchange Act
is recorded,processed,summarized,and reportedwithin thetime period specifiedinthe rulesand formsofthe SEC, andthatsuch
informationisaccumulatedand communicated to management,including theCEO andCFO,asappropriate to allowtimelydecisions
regardingrequireddisclosure. Basedupon theevaluation, theCEO andCFO concludedthatthe Company’sdisclosurecontrolsand
procedures were effectiveatDecember31, 2023.
Management's Report on Internal ControlOve rFinancial Reporting
Management is responsible forestablishingand maintainingadequate internal controloverfinancial reporting, as such term is defined
in Exchange ActRules 13a-15(f). Internal control overfinancial reportingisaprocessdesignedtoprovide reasonableassurance
regardingthe reliability of financialreporting andthe preparationofthe financialstatementsfor external purposes in accordance with
generallyacceptedaccountingprinciplesinthe United States of America.
Because of itsinherent limitations,internalcontrol overfinancial reportingmay not preventordetect misstatements. Also,projections
of anyevaluationofeffectivenesstofutureperiods aresubject to theriskthatcontrols maybecome inadequate because of changesin
conditions,orthatthe degree of compliancewith thepoliciesorprocedures maydeteriorate.
Management,including our chiefexecutive officer and chieffinancial officer,has assessedthe effectivenessofour internal control
overfinancial reporting as of December31, 2023, basedonthe frameworkset forthinInternal Control-Integrated Framework (2013),
issued by theCommitteeofSponsoringOrganizations of theTreadwayCommission (COSO).Based on theresults of our evaluation,
management concludedthatour internal controloverfinancial reportingwas effectiveasofDecember31, 2023. Theeffectivenessof
our internal controloverfinancial reportingasofDecember31, 2023 hasbeen auditedbyErnst &Young LLP,anindependent
registered public accountingfirm, as stated in theirattestationreport, includedherein.
ChangesinInternal ControloverFinancial Reporting
TheCompany monitors andevaluates on an ongoing basisits internal controloverfinancial reportinginorder to improve itsoverall
effectiveness. In thecourseofthese evaluations,the Companymodifies andrefines its internal processesasconditions warrant.There
were no changesinour internal controloverfinancial reportingduringour most recentfiscalquarter that have materially affected,or
arereasonablylikelytomateriallyaffect, our internal controloverfinancial reporting.
Item 9B.Other Information
Section13(r) Disclosure
Pursuant to Section219 of theIranThreatReductionand SyriaHuman RightsAct of 2012 (“ITRSHRA”), whichaddedSection13(r)
of theExchange Act, theCompany hereby incorporates by referencehereinExhibit99.1 of this report, whichincludesdisclosures
made to Blackstone by Atlantia S.p.A,which maybeconsidered our affiliate.
Item 9C.DisclosureRegarding Foreign JurisdictionsthatPrevent Inspections
Notapplicable.
117
PART III
Item 10. Directors, ExecutiveOfficers andCorporate Governance
Theinformationrequiredbythisitemwillbeincludedinour ProxyStatement forthe 2024 AnnualMeetingofStockholders to be
filedwiththe SEC, within 120 days of thefiscalyearendedDecember31, 2023, andisincorporated herein by reference.
Item 11. ExecutiveCompensation
Theinformationrequiredbythisitemwillbeincludedinour ProxyStatement forthe 2024 AnnualMeetingofStockholders to be
filedwiththe SEC, within 120 days of thefiscalyearendedDecember31, 2023, andisincorporated herein by reference.
Item 12. Security OwnershipofCertainBeneficialOwners andManagement andRelated StockholderMatters
Theinformationrequiredbythisitemwillbeincludedinour ProxyStatement forthe 2024 AnnualMeetingofStockholders to be
filedwiththe SEC, within 120 days of thefiscalyearendedDecember31, 2023, andisincorporated herein by reference.
Item 13. CertainRelationships andRelated Transactions,and DirectorIndependence
Theinformationrequiredbythisitemwillbeincludedinour ProxyStatement forthe 2024 AnnualMeetingofStockholders to be
filedwiththe SEC, within 120 days of thefiscalyearendedDecember31, 2023, andisincorporated herein by reference.
Item 14. PrincipalAccountant Fees andServices
Theinformationrequiredbythisitemwillbeincludedinour ProxyStatement forthe 2024 AnnualMeetingofStockholders to be
filedwiththe SEC, within 120 days of thefiscalyearendedDecember31, 2023, andisincorporated herein by reference.
118
PART IV
Item 15. Exhibits,Financial StatementSchedules
Thefollowing documents arefiled,furnished or incorporated by referenceaspartofthisAnnualReportonForm10-K:
1. FinancialStatements—SeePartII, Item 8. “Financial Statements andSupplementary Data”ofthisAnnualReport.
2. FinancialStatement Schedules—Allfinancial statementschedules have been omittedbecause they arenot requiredor
arenot applicable,orthe requiredinformationisshowninour consolidated financialstatementsorthe notes thereto.
3. Exhibits
Exhibit
No.
Description
2.1 Agreementand Plan of Merger,dated as of November 8, 2019, by andamong Buzz Holdings L.P.,BuzzMergerSub
Ltd, WorldwideVisionLimited and Buzz SR Limited, as thesellerrepresentative(incorporated by referencetoExhibit
2.1 to theRegistrant’sRegistrationStatement on Form S-1filedonJanuary 15, 2021)
3.1 Amendedand Restated CertificateofIncorporationofthe Registrant (incorporated by referencetoExhibit3.1 to the
Registrant’s Curr entReportonForm8-K filedonFebruary16, 2021)
3.2 Amendedand Restated Bylaws of theRegistrant(incorporated by referencetoExhibit3.2 to theRegistrant’sCurrent
ReportonForm8-K filedonFebruary16, 2021)
4.1 DescriptionofSecuritiesRegisteredpursuanttoSection12ofthe Securities Exchange Actof1934 (incorporated by
referencetoExhibit4.1 to theRegistrant'sAnnualReportonForm10-KfiledonMarch 15, 2021)
10.1 Second Amendedand Restated LimitedPartnership AgreementofBuzzHoldings L.P.,dated as of February 10, 2021
(incorporated by reference to Exhibit10.1 to theRegistrant’sCurrent ReportonForm8-K filedonFebruary16, 2021)
10.2 AmendmentNo. 1, datedasofJune 25, 2021, to theSecond Amendedand Restated Limited PartnershipAgreementof
Buzz Holdings L.P. (incorporated by reference to Exhibit10.1 to theRegistrant'sQuarterly ReportonForm10-Qfiled
on August13, 2021)
10.3 TaxReceivableAgreement,dated as of February 10, 2021, by andamong Bumble Inc. andeach of theother persons
fromtim etotimeparty thereto(incorporated by referencetoExhibit10.2 to theRegistrant’sCurrent ReportonForm8-
KfiledonFebruary16, 2021)
10.4 Exchange Agreement, datedasofFebruary10, 2021, by andamong Bumble Inc.,BuzzHoldings L.P. andholders of
CommonUnits fromtime to time partythereto (incorporated by referencetoExhibit10.3 to theRegistrant’sCurrent
ReportonForm8-K filedonFebruary16, 2021)
10.5 Registration RightsAgreement, datedasofFebruary10, 2021, by andamong Bumble Inc. andeach of theother persons
fromtim etotimeparty thereto(incorporated by referencetoExhibit10.4 to theRegistrant’sCurrent ReportonForm8-
KfiledonFebruary16, 2021)
10.6 Stockholders Agreement, datedasofFebruary10, 2021, by andamong Bumble Inc. andeach of theother persons from
timetotime partythereto (incorporatedbyreference to Exhibit10.5 to theRegistrant’sCurrent ReportonForm8-K
filedonFebruary16, 2021)
10.7 Form of IndemnificationAgreement (incorporated by referencetoExhibit10.6 to AmendmentNo. 1tothe Registrant’s
Registration StatementonFormS-1 filedonJanuary 28, 2021)†
10.8 Supportand Services Agreement, datedasofJanuary 29, 2020, by andamong Buzz Holdings L.P.,BuzzMergerSub
Ltd. andBlackstone Buzz Holdings L.P. (incorporatedbyreference to Exhibit10.7 to theRegistrant’sRegistration
StatementonFormS-1 filedonJanuary 15, 2021)
10.9 EmploymentAgreement, datedJanuary 29, 2020, by andbetween Buzz Holdings,L.P.and Wh itney WolfeHerd
(incorporated by reference to Exhibit10.9 to theRegistrant’sRegistrationStatement on Form S-1filedonJanuary 15,
2021)†
119
10.10
Letter Agreement, datedasofDecember29, 2023, by andbetween Bumble Inc. andWhitney WolfeHerd(incorporated
by referencetoExhibit10.1 to theRegistrant’sCurrent ReportonForm8-K filedonDecember29, 2023)†
10.11 EmploymentAgreement, datedasofNovember 3, 2023, by andbetween Bumble TradingLLC andLidiane Jones
(incorporated by reference to Exhibit10.1 to theRegistrant’sCurrent ReportonForm8-K filedonNovember 6, 2023)†
10.12 EmploymentAgreement, enteredintoasofJuly12, 2020, by andbetween Bumble TradingLLC andTariq Shaukat
(incorporated by reference to Exhibit10.10 to theRegistrant’sRegistrationStatement on Form S-1filedonJanuary 15,
2021)†
10.13
Transition Agreement, datedasofAugust22, 2023, by andbetween theCompany andTariq M. Shaukat(incorporated
by referencetoExhibit10.1 to theRegistrant’sCurrent ReportonForm8-K filedonAugust23, 2023)†
10.14 Amendedand Restated EmploymentAgreement, datedSeptember 23, 2022, by andbetween Bumble TradingLLC and
Anuradha Subramanian(incorporated by referencetoExhibit10.1tothe Registrant's QuarterlyReportonForm10-Q
filedonNovember 16, 2022)†
10.15 FirstAmendmenttoAmended andRestatedEmploymentAgreement,dated February 22, 2023, by andbetween Bumble
TradingLLC andAnuradha Subramanian(incorporated by referencetoExhibit10.12 to theRegistrant'sAnnualReport
on Form 10-KfiledonFebruary28, 2023)†
10.16 Amendedand Restated EmploymentAgreement, datedSeptember 22, 2022, by andbetween Bumble TradingLLC and
LauraFranco(incorporated by reference to Exhibit10.13 to theRegistrant'sAnnualReportonForm10-Kfiled on
February 28, 2023)†
10.17 FirstAmendmenttoAmendedand Restated EmploymentAgreement,dated February 22, 2023, by andbetween Bumble
TradingLLC andLaura Franco (incorporated by referencetoExhibit10.14 to theRegistrant'sAnnualReportonForm
10-KfiledonFebruary28, 2023)†
10.18 Bumble Inc. 2021 Omnibus IncentivePlan(incorporated by referencetoExhibit10.6 to theRegistrant’sCurrent Report
on Form 8-KfiledonFebruary16, 2021)†
10.19* Form of OptionGrant Noticeunderthe Bumble Inc. 2021 Omnibus IncentivePlan(Section16OfficerForm)†
10.20* Form of Restricted StockUnitGrant Noticeunderthe Bumble Inc. 2021 Omnibus IncentivePlan(Section16Officer
Form)†
10.21 Bumble Inc. 2021 EmployeeStock Purchase Plan (incorporated by referencetoExhibit10.7 to theRegistrant’sCurrent
ReportonForm8-K filedonFebruary16, 2021)†
10.22 SubscriptionAgreement between TariqShaukatand Buzz Management Aggregator L.P. (incorporated by referenceto
Exhibit10.30 to theRegistrant’sRegistrationStatement on Form S-1filed on January 15, 2021)†
10.23 Amendedand Restated Incentive Unit SubscriptionAgreement,dated June 19, 2020, between BeehiveHoldings II,LP
andBuzzHoldings L.P. (incorporated by referencetoExhibit10.24 to theRegistrant’sRegistrationStatement on Form
S-1filedonJanuary 15, 2021)†
10.24 Incentive Unit Award Agreement, datedAugust8,2020, betweenTariq Shaukat, Buzz Holdings L.P. andBuzz
Management Aggregator L.P. (incorporated by referencetoExhibit10.25 to theRegistrant’sRegistrationStatement on
Form S-1filedonJanuary 15, 2021)†
10.25 Incentive Unit Award Agreement, datedSeptember 21, 2020, between AnuSubramanian, Buzz Holdings L.P. andBuzz
Management Aggregator L.P. (incorporated by referencetoExhibit10.26 to AmendmentNo. 1tothe Registrant’s
Registration StatementonFormS-1 filedonJanuary 28, 2021)†
10.26 Incentive Unit Award Agreement, datedNovember 2, 2020, betweenLaura Franco,BuzzHoldings L.P. andBuzz
Management Aggregator L.P. (incorporated by referencetoExhibit10.24 to theRegistrant'sAnnualReportonForm10-
KfiledonFebruary28, 2023)†
10.27 Form of Incentive Unit Award Agreement(Director Form)(incorporated by referencetoExhibit10.27 to the
Registrant’s RegistrationStatement on Form S-1filedonJanuary 15, 2021)†
10.28 Form of Unit Adjustment Letter (incorporated by referencetoExhibit10.32 to AmendmentNo. 1tothe Registrant’s
Registration StatementonFormS-1 filedonJanuary 28, 2021)†
120
10.29 Form of Unit Adjustment Letter (Whitney WolfeHerd) (incorporatedbyreference to Exhibit10.33 to AmendmentNo. 1
to theRegistrant’sRegistrationStatement on Form S-1filedonJanuary 28, 2021)†
10.30 Form of VestingAdjustment Letter relatingtoPerformance-BasedIncentive Unit Awards(incorporated by referenceto
Exhibit10.2 to theRegistrant'sQua rterly ReportonForm10-QfiledonNovember 16, 2022)†
10.31 Form of Letter to Incentive Unit Holdersregarding Omnibus Plan Awards Agreement(incorporated by referenceto
Exhibit10.29 to theRegistrant'sAnnua lReportonForm10-Kfiled on February 28, 2023)†
10.32* Summary of Non-EmployeeDirectorCompensationPolicy†
10.33 Form of AnnualRestrictedStock Unit GrantAward to Directors, under2021 Omnibus Incentive Plan (incorporatedby
referencetoExhibit10.1 to theRegistrant'sQuarterly ReportonForm10-QfiledonNovember 8, 2023)†
10.34 Form of InitialAward of Restricted StockUnitGrant to NewDirectors, under2021 Omnibus IncentivePlan
(incorporated by reference to Exhibit10.2 to theRegistrant'sQuarterly ReportonForm10-QfiledonNovember 8,
2023)†
10.35 Credit Agreement, datedasofJanuary 29, 2020, by andamong Buzz BidcoL.L.C., WorldwideVisionLimited(f/k/a
Buzz Merger SubLtd.),BuzzFinco L.L.C.,the guarantorsparty theretofromtime to time,Citibank, N.A.,as
administrativeagent,collate ralagent andswinglinelender, andthe lenders andL/C issuersparty theretofrom time to
time(incorporated by referencetoExhibit10.17 to theRegistrant’sRegistrationStatement on Form S-1filedonJanuary
15, 2021)
10.36 AmendmentNo. 1tothe Credit Agreement, datedasofOctober19, 2020, by andamong Buzz BidcoL.L.C., Buzz Finco
L.L.C.,the guarantorsparty thereto, Citibank, N.A.,asadministrativeagent,collateralagent andswinglinelenderand
thelenders partythereto (incorporated by referencetoExhibit10.18 to theRegistrant’sRegistrationStatement on Form
S-1filedonJanuary 15, 2021)
10.37 AmendmentNo. 2tothe Credit Agreement, datedasofMarch 20, 2023, by andamong Buzz BidcoL.L.C., Buzz Finco
L.L.C.,the guarantorsparty thereto, Citibank, N.A.,asadministrativeagent,collateralagent andswinglinelenderand
thelenders partythereto (incorporated by referencetoExhibit10.3 to theRegistrant'sQuarterly ReportonForm10-Q
filedonMay 5, 2023)
10.38 Security Agreement, datedasofJanuary 29, 2020, by andamong thegrantorsidentifiedtherein andCitibank, N.A.,as
collateralagent (incorporated by reference to Exhibit10.19 to theRegistrant’sRegistrationStatement on Form S-1filed
on January 15, 2021)
10.39 FounderAgreement, datedasofNovember 8, 2019, by andbetween Buzz Holdings L.P. andWhitney WolfeHerd
(incorporated by reference to Exhibit10.20 to theRegistrant’sRegistrationStatement on Form S-1filedonJanuary 15,
2021)
10.40 FirstAmendmenttoFounderAgreement, datedasofMay 1, 2020, by andbetween Buzz Holdings L.P. andWhitney
WolfeHerd(incorporated by reference to Exhibit10.21 to theRegistrant’sRegistrationStatement on Form S-1filed on
January 15, 2021)
10.41 TrademarkAssignmentand License,dated as of January 29, 2020, by andbetween WhitneyWolfe Herd andBumble
HoldingLim ited(incorpor at ed by reference to Exhibit10.22 to theRegistrant’sRegistrationStatement on Form S-1
filedonJanuary 15, 2021)
10.42 RestrictiveCovenant Agreement, datedasofNovember 8, 2019, between Buzz Holdings L.P. andWhitney WolfeHerd
(incorporated by reference to Exhibit10.23 to theRegistrant’sRegistrationStatement on Form S-1filedonJanuary 15,
2021)
21.1* Subsidiaries of theRegistrant
23.1* ConsentofIndependent Registered Public AccountingFirm
24.1 PowerofAttorney (includedinsignature pagesofthisReport)
31.1* CertificationofPrincipal Executive Officer Pursuant to Rules13a-14(a) and15d-14(a) underthe SecuritiesExchange
Actof1934, as Adopted Pursuant to Section302 of theSarbanes-OxleyAct of 2002
31.2* CertificationofPrincipal FinancialOfficer Pursuant to Rules13a-14(a) and15d-14(a) underthe SecuritiesExchange Act
of 1934, as Adopted Pursuant to Section302 of theSarbanes-OxleyAct of 2002
121
32.1* CertificationofPrincipal Executive Officer Pursuant to 18 U.S.C. Section1350, as Adopted Pursuant to Section906 of
theSarbanes-OxleyAct of 2002
32.2* CertificationofPrincipal FinancialOfficer Pursuant to 18 U.S.C. Section1350, as Adopted Pursuant to Section906 of
theSarbanes-OxleyAct of 2002
97.1* Incentive Compensation Clawback Policy
99.1* Section13(r) Disclosure
101.INS InlineXBRL Instance Document –the instance documentdoesnot appear in theInteractiveDataFilebecause XBRL
tags areembeddedwithin theInlineXBRL document.
101.SCH InlineXBRL TaxonomyExtension Schema Document
101.CAL InlineXBRL TaxonomyExtension CalculationLinkbase Document
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*Filedherewith.
†Managementcontract or compensatory plan or arrangement.
Theagreementsand otherdoc uments filedasexhibits to this report arenot intendedtoprovide factualinformationorother disclosure
otherthanwithrespect to theterms of theagreements or otherdocuments themselves,and investorsshouldnot rely on them for that
purpose. In particular,any representations andwarrantiesmadebyusinthese agreements or otherdocuments were made solely within
thespecificcontextofthe relevant agreementordocumentand maynot describe theactualstate of affairsasofthe date they were
made or at anyother time.
Item 16. Form 10-KSummary
None.
122
SIGNATURES
Pursuant to therequirementsofSection 13 or 15(d) of theSecurities Exchange Actof1934, theregistranthas dulycausedthisreport
to be signedonits behalf by theundersigned, thereuntodulyauthorized.
Date:February28, 2024 BUMBLE INC.
By:/s/ Anuradha B. Subramanian
Name:
Anuradha B. Subramanian
Title: ChiefFinancial Officer
POWEROFATTORNEY
Each person whosesignature appearsbelow hereby constitutesand appointsLidiane S. Jonesand Anuradha B. Subramanian, andeach
of them,any of whom mayact without joinderofthe other, theindividual’strueand lawful attorneys-in-fact andagents, with full
power of substitution andresubstitution, forthe person andinhis or hername, place andstead,inany andall capacities, to sign this
AnnualReportonForm10-Kand anyorall amendments thereto, andall otherdocuments in connectiontherewith to be filedwiththe
Securities andExchange Commission, grantinguntosaidattorneys-in-fact andagents, andeach of them,fullpower andauthorityto
do andperform each andevery act andthing requisite andnecessary to be done in andabout thepremises, as fully to allintents and
purposes as he or shemight or co ul ddoinperson, hereby ratifyingand confirming allthatsaidattorneys-in-fact as agents or anyof
them,ortheir substitute or substitutes, maylawfullydoorcause to be done by virtue hereof.
Pursuant to therequirementsofthe SecuritiesExchange Actof1934, this reportand PowerofAttorneyhavebeen signedbythe
following persons on behalf of theregistrantand in thecapacitiesand on thedates indicated:
SignatureTitle Date
/s/Lidiane S. Jones
LidianeS.Jones
ChiefExecutiveOfficer andDirector
(principal executive officer)
February 28, 2024
/s/Anuradha B. Subramanian
ChiefFinancial Officer
(principal financialofficer and
February 28, 2024
Anuradha B. Subramanianprincipal accountingofficer)
/s/Whitney WolfeHerd
Whitney WolfeHerd
Executive Chairofthe BoardofDirectorsFebruary28, 2024
/s/Ann Mather
AnnMather
Lead Director of theBoard of DirectorsFebruary28, 2024
/s/R.Lynn Atchison
R. Lynn Atchison
Director February 28, 2024
/s/Matthew S. Bromberg
Matthew S. Bromberg
Director February 28, 2024
/s/Amy M. Griffin
AmyM.Griffin
Director February 28, 2024
/s/SissieL.Hsiao Director February 28, 2024
SissieL.Hsiao
123
/s/Jonathan C. Korngold
Jonathan C. Korngold
Director February 28, 2024
/s/JenniferB.Morgan
JenniferB.Morgan
Director February 28, 2024
/s/Elisa A. Steele
ElisaA.Steele
Director February 28, 2024
/s/PamelaA.Thomas-Graham
Pamela A. Thomas-Graham
Director February 28, 2024
Our Mission
To create a world where
all relationships are healthy
and equitable, through
Kind Connections.
Jonathan C. Korngold
Director
Jennifer B. Morgan
Director
Elisa A. Steele
Director
Pamela A. Thomas-Graham
Director
Bumble Inc.
Corporate Information
Board of Directors
Director
R. Lynn Atchison
Director
Matthew S. Bromberg
Director
Amy M. Grin
Director
Executive Ocers
Anuradha B. Subramanian
Chief Financial Ocer
Stock Exchange
Bumble Inc. stock is listed for trading on
Nasdaq under the ticker symbol “BMBL.
Transfer Agent
Registered stockholder records are
maintained by our transfer agent:
Computershare
150 Royall Street
Canton MA 02021
US Toll-Free: 1-800-736-3001
International: 1-781-575-3100
Web: computershare.com/investor
Email: web.queries@computershare.com
Annual Stockholders Meeting Materials
A copy of the Company’s annual report
led with the Securities and Exchange
Commission (Form 10-K) and Notice &
Proxy Statement will be furnished without
charge to any shareholder upon request.
By Internet:
www.proxyvote.com
Whitney Wolfe Herd
Founder and Executive Chair
Ann Mather
Lead Director
Lidiane S. Jones
Chief Executive Ocer and
Sissie L. Hsiao
Director
Whitney Wolfe Herd
Founder and Executive Chair
Lidiane S. Jones
Chief Executive Ocer and
Director
By Email:
Investor Relations
Bumble Inc.
1105 West 41st Street
Austin, TX 78756
ir.bumble.com
By Phone:
1-800-579-1639
Annual Report
2023
Annual Report 202
3