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Bumble Inc

For the period ended Mar 31, 2024. Filed May 9, 2024.

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About this filing

A company's report for each of its first three quarters. The financial statements are not audited. It shows how the business has moved since the last annual report, and what management says changed.

Mar 31, 2024 · Filed May 9, 2024

BMBL$5.97-0.2%Stored close · as of Nov 6, 2026

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Notes to Unaudited Condensed Consolidated Financial Statements

Note 1 - Organization and Basis of Presentation

Company Overview

Bumble Inc.’s main operations are providing online dating and social networking applications through subscription and in-app purchases of products servicing North America, Europe and various other countries around the world. Bumble Inc. provides these services through websites and applications that it owns and operates. Bumble Inc. (the “Company” or “Bumble”) was incorporated as a Delaware corporation on October 5, 2020 for the purpose of facilitating an initial public offering (“IPO”) and other related transactions in order to operate the business of Buzz Holdings L.P. (“Bumble Holdings”) and its subsidiaries.

Prior to the IPO and the Reorganization Transactions, Bumble Holdings L.P. (“Bumble Holdings”), a Delaware limited partnership, was formed primarily as a vehicle to finance the acquisition (the “Sponsor Acquisition”) of a majority stake in Worldwide Vision Limited by a group of investment funds managed by Blackstone Inc. (“Blackstone” or our “Sponsor”). As Bumble Holdings did not have any previous operations, Worldwide Vision Limited, a Bermuda exempted limited company, is viewed as the predecessor to Bumble Holdings and its consolidated subsidiaries.

On February 16, 2021, the Company completed its IPO and used the proceeds from the issuance to redeem shares of Class A common stock and purchase limited partnership interests of Bumble Holdings (“Common Units”) from entities affiliated with our Sponsor.

In connection with the IPO, the organizational structure was converted to an umbrella partnership-C-Corporation with Bumble Inc. becoming the general partner of Bumble Holdings. The Reorganization Transactions were accounted for as a transaction between entities under common control. As a result, the financial statements for periods subsequent to the Sponsor Acquisition and prior to the IPO and the Reorganization Transactions have been adjusted to combine the previously separate entities for presentation purposes. As the general partner, Bumble Inc. operates and controls all of the business and affairs, and through Bumble Holdings and its subsidiaries, conducts the business. Bumble Inc. consolidates Bumble Holdings in its consolidated financial statements and reports a noncontrolling interest related to the Common Units held by the pre-IPO owners that hold Common Units following the Reclassification and the incentive units held by the Continuing Incentive Unitholders in the consolidated financial statements.

Assuming the exchange of all outstanding Common Units for shares of Class A common stock on a one-for-one basis under the exchange agreement entered into by holders of Common Units, there would be 172,355,802 shares of Class A common stock outstanding (which does not reflect any shares of Class A common stock issuable in exchange for as-converted Incentive Units or upon settlement of certain other interests) as of March 31, 2024.

All references to the “Company”, “we”, “our” or “us” in this report are to Bumble Inc.

Secondary Offering

On March 8, 2023, the Company completed a secondary offering of 13.75 million shares of Class A common stock on behalf ofcertain selling stockholders affiliated with Blackstone (the “Blackstone Selling Stockholders”) and the Founder at a price of $22.80 per share. This transaction resulted in the issuance of 7.2 million shares of Class A common stock for the period ended March 31, 2023, which were issued in exchange for Common Units held by the selling stockholders.

Bumble did not sell any shares of Class A common stock in the secondary offering and did not receive any of the proceeds from the sales. Bumble paid the costs associated with the sale of shares by the Blackstone Selling Stockholders and the Founder, net of the underwriting discounts.

Basis of Presentation and Consolidation

The unaudited condensed consolidated financial statements that accompany these notes include the financial statements of the Company, all entities that are wholly-owned by the Company and all entities in which the Company has a controlling financial interest. All intercompany transactions and balances have been eliminated. The unaudited condensed consolidated financial statements have been prepared in conformity with U.S. generally accepted accounting principles (“GAAP”), consistent in all material respects with those applied in the Company's 2023 Form 10-K. These unaudited condensed consolidated financial statements should be read in conjunction with the consolidated statements and notes thereto included in the 2023 Form 10-K.

A noncontrolling interest in a consolidated subsidiary represents the portion of the equity (net assets) in a subsidiary not attributable, directly or indirectly, to the Company. Noncontrolling interests are presented as a separate component of equity in the consolidated balance sheets and the presentation of net income is modified to present earnings and other comprehensive income attributed to controlling and noncontrolling interests. The Company’s noncontrolling interest represents substantive profit-sharing arrangements and profit and losses are attributable to controlling and noncontrolling interests using an attribution method.

Certain prior year amounts have been reclassified to conform to the current year presentation.

Note 2 - Summary of Selected Significant Accounting Policies

Included below are selected significant accounting policies including those that were added or modified during the three months ended March 31, 2024 as a result of new transactions entered into or the adoption of new accounting policies. Refer to Note 2, Summary of Selected Significant Accounting Policies, within the annual consolidated financial statements in our 2023 Form 10-K for the full list of our significant accounting policies.

Use of Estimates

The preparation of financial statements in conformity with GAAP requires management to make certain judgments, estimates and assumptions that affect the reported amounts of assets and liabilities, revenues and expenses. The Company’s significant estimates relate to business combinations, asset impairments, potential obligations associated with legal contingencies, the fair value of contingent consideration, the fair value of derivatives, stock-based compensation, tax receivable agreements, and income taxes.

These estimates are based on management’s best estimates and judgment. Actual results may differ from these estimates. Estimates, judgments and assumptions are continuously evaluated and are based on management’s experience and other factors, including expectations of future events that are believed to be reasonable under the circumstances. Uncertainty about these assumptions, judgments and estimates could result in outcomes that require a material adjustment to the carrying amount of assets or liabilities affected in future periods.

Share Repurchase Program

Shares repurchased pursuant to the Company's share repurchase program are held as treasury stock and reflected as a reduction of stockholders' equity within the accompanying condensed consolidated balance sheets. Upon retirement, the share repurchases will reduce Class A common stock based on the par value of the shares and reduce its capital surplus for the excess of the repurchase price over the par value. In the event the Company still has an accumulated deficit balance, the excess over the par value will be applied to “Additional paid-in capital”. Once the Company has retained earnings, the excess will be charged entirely to retained earnings.

Direct costs and excise tax obligations will be included in the cost of the repurchased shares in the Company’s condensed consolidated financial statements. Reduction to the excise tax obligation associated with subsequent issuance of shares will be reflected as an adjustment to the excise tax previously recorded.

In May 2023, the Board of Directors approved a share repurchase program of up to $150.0 million of our outstanding Class A common stock. On November 7, 2023, the Company announced an increase in the share repurchase program authorized amount from $150.0 million to $300.0 million. In March 2024, the Company and Bumble Holdings entered into an agreement with Blackstone in a private transaction under the Company’s existing share repurchase program, under which the Company agreed to repurchase 2.5 million shares of its Class A common stock beneficially owned by Blackstone and Bumble Holdings agreed to repurchase from Blackstone 2.0 million Common Units, which are exchangeable for shares of Class A Common Stock on a one-for-one basis, for an aggregate purchase price of $50.0 million. During thethree months ended March 31, 2024, share repurchases were 5.3 million shares of Class A common stock and 2.0 million Common Units for$84.4 million, excluding excise tax obligations. As of March 31, 2024, a total of$58.7 million remains available for repurchase under the repurchase program. On May 8, 2024, the Company announced an increase in the share repurchase program authorized amount from $300.0 million to $450.0 million, which increased the amount available for repurchases under the program to $208.7 million.

Revenue Recognition

Revenue is primarily derived in the form of recurring subscriptions and in-app purchases. Subscription revenue is presented net of taxes, refunds and credit card chargebacks. This revenue is initially deferred and is recognized using the straight-line method over the term of the applicable subscription period. Revenue from lifetime subscriptions is deferred over the average estimated expected period of the subscriber relationship, which is currently estimated to be twelve months. Revenue from the purchase of in-app features is recognized based on usage and estimated breakage revenue associated with unused in-app purchases. Unused in-app purchase fees expire based on the terms of the underlying agreement and are recognized as revenue when it is probable that a significant revenue reversal would not occur. The Company also earns revenue from online advertising and partnerships. Online advertising revenue is recognized when an advertisement is displayed. Revenue from partnerships is recognized according to the contractual terms of the partnership.

During the three months ended March 31, 2024 and 2023, there were no customers representing greater than 10% of total revenue.

For the periods presented, revenue across apps was as follows (in thousands):

Three Months Ended March 31, 2024Three Months Ended March 31, 2023
Bumble App$215,757$194,277
Badoo App and Other52,01848,671
Total Revenue$267,775$242,948

Deferred Revenue

Deferred revenue consists of advance payments that are received or are contractually due in advance of the Company's performance. The Company’s deferred revenue is reported on a contract by contract basis at the end of each reporting period. The Company classifies deferred revenue as current when the term of the applicable subscription period or expected completion of the performance obligation is one year or less. The deferred revenue balance is$46.8 million and$48.7 million as of March 31, 2024 and December 31, 2023, respectively, all of which is classified as a current liability. During the three months ended March 31, 2024 and 2023, the Company recognized revenue of $37.6 million and $34.5 million, respectively, that was included in the deferred revenue balance at the beginning of each respective period.

Restructuring Charges

Restructuring charges consist primarily of severance, relocation, asset impairment and other related costs. The Company evaluates the nature of these costs to determine if they relate to ongoing benefit arrangements which are accounted for under ASC 712, Compensation - Nonretirement Postemployment Benefits, or one-time benefit arrangements which are accounted for under ASC 420, Exit or Disposal Cost Obligations. The Company records a liability for ongoing employee termination benefits when it is probable that an employee is entitled to them and the amount of the benefits can be reasonably estimated. One-time employee termination costs are recognized when management has communicated the termination plan to employees, unless future service is required, in which case the costs are recognized ratably over the future service period. All other related costs are recognized when incurred. Restructuring charges are recognized as an operating expense within the consolidated statements of operations and are classified based on each employee’s respective function.

See Note 6, Restructuring Charges, for additional information on restructuring charges.

Recently Issued Accounting Pronouncements Not Yet Adopted

In November 2023, the FASB issued ASU 2023-07, Segment Reporting (Topic 280): Improvements to Reportable Segment Disclosures. The ASU expands public entities’ segment disclosures by requiring disclosure of significant segment expenses that are regularly provided to the chief operating decision maker and included within each reported measure of segment profit or loss, an amount and description of its composition for other segment items, and interim disclosures of a reportable segment’s profit or loss and assets. ASU 2023-07 is effective for the Company beginning in fiscal year 2024 and interim periods beginning in the first quarter of 2025. Early adoption is permitted. The Company is currently evaluating the impact of adopting this ASU on its consolidated financial statements and disclosures.

In December 2023, the FASB issued ASU 2023-09, Income Taxes (Topic 740): Improvements to Income Taxes Disclosures. The ASU requires entities to provide disaggregated income tax disclosures on the rate reconciliation and income taxes paid on an annual basis. ASU 2023-09 is effective for the Company beginning in fiscal year 2025. Early adoption is permitted. The Company is currently evaluating the impact of adopting this ASU on its consolidated financial statements and disclosures.

In December 2023, the FASB issued ASU 2024-01, Compensation - Stock Compensation (Topic 718): Scope Application of Profits Interest and Similar Awards. The ASU clarifies how an entity determines whether a profits interest or similar award is within the scope of Topic 718 or is not a share-based payment arrangement and therefore within the scope of other guidance. Entities can apply the amendments either retrospectively to all prior periods presented in the financial statements or prospectively to profits interest and similar awards granted or modified on or after the date of adoption. If prospective application is elected, an entity must disclose the nature of and reason for the change in accounting principle. ASU 2024-01 is effective for the Company beginning in the first quarter of 2025. The Company is currently evaluating the impact of adopting this ASU on its consolidated financial statements and disclosures.

The Company considers the applicability and impact of all recently issued accounting pronouncements. Recent accounting pronouncements not specifically identified in our disclosures are not applicable to the Company.

Note 3 - Income Taxes

The Company is subject to U.S. federal and state income taxes and files consolidated income tax returns for U.S. federal and certain state jurisdictions with respect to its allocable share of any net taxable income of Bumble Holdings. The subsidiaries of Bumble Holdings are also subject to income taxes in the foreign jurisdictions in which they operate. For the three months ended March 31, 2024, the Company's effective tax rate was 18.1%, which differs from the U.S. federal statutory tax rate of 21% primarily due to the geographical distribution of our earnings, income attributable to noncontrolling interests, nondeductible stock-based compensation, the impact of Pillar Two minimum taxes and a valuation allowance recorded against certain deferred tax assets arising in the current year.

For the three months ended March 31, 2023, our effective tax rate was 920.1%, which differs from the U.S. federal statutory tax rate of 21% primarily due to the geographical distribution of our earnings, income attributable to noncontrolling interests, nondeductible stock-based compensation, and a valuation allowance recorded against certain deferred tax assets arising in the current year.

Note 4 - Payable to Related Parties Pursuant to a Tax Receivable Agreement

In connection with the Reorganization Transactions and our IPO, we entered into a tax receivable agreement with certain of our pre-IPO owners that provides for the payment by the Company to such pre-IPO owners of 85% of the benefits, that the Company realizes, or is deemed to realize, as a result of the Company's allocable share of existing tax basis acquired in our IPO and other tax benefits related to entering into the tax receivable agreement. The payments under the tax receivable agreement are not conditioned upon continued ownership of the Company by the pre-IPO owners.

We have determined that it is more likely than not that we will be unable to realize tax benefits related to certain basis adjustments and acquired net operating losses that were received in connection with the Reorganization Transactions and our IPO. As a result of this determination, we havenot recorded the benefit of these deferred tax assets as of March 31, 2024. At the time of the Sponsor Acquisition, the assets and liabilities of Bumble Holdings were adjusted to fair value on the closing date of the business combination for both financial reporting and income tax purposes. As a result of the IPO, we inherited certain tax benefits associated with this stepped-up basis (“Common Basis”) created when certain pre-IPO owners acquired their interests in Bumble Holdings in the Sponsor Acquisition. This Common Basis entitles us to the depreciation and amortization deductions previously allocable to the pre-IPO owners. Based on current projections, we anticipate having sufficient taxable income to be able to realize the benefit of this Common Basis and have recorded a tax receivable agreement liability to related parties of$419.3 million related to these benefits as of March 31, 2024. To the extent that we determine that we are able to realize the tax benefits associated with the basis adjustments and net operating losses, we would record an additional liability of $290.5 million for a total liability of $709.8 million. If, in the future, we are not able to utilize the Common Basis, we would record a reduction in the tax receivable agreement liability torelated parties that would result in a benefit recorded within our consolidated statements of operations. During the three months ended March 31, 2024, our tax receivable agreement liability decreased by a net$10.9 million due to the following:(1) a $23.1 million decrease from tax receivable agreement payments made during the period ended March 31, 2024, and (2) an offsetting increase of $12.2 million, primarily due to the effects of the repurchase of Common Units in Bumble Holdings from Blackstone entities and the common stock repurchases completed in the first quarter of 2024.

Note 5 - Goodwill and Intangible Assets, net

Goodwill

The changes in the carrying amount of goodwill for the period presented are as follows (in thousands):

Balance as of December 31, 2023$1,585,750
Foreign currency translation adjustment(908)
Balance as of March 31, 2024$1,584,842

There wereno impairment charges recorded for goodwill for thethree months ended March 31, 2024 and 2023.

Intangible Assets, net

A summary of the Company’s intangible assets, net is as follows (in thousands):

GrossCarryingAmount · AccumulatedAmortization · AccumulatedImpairment Losses · NetCarryingAmount · Weighted-AverageRemaining UsefulLife (Years)
Brands - indefinite-lived$1,511,269$—$(141,000)$1,370,269Indefinite
Brands - definite-lived42,479(5,997)—36,48212.0
Developed technology249,380(206,248)—43,1320.9
User base113,742(113,220)—5220.5
White label contracts33,384(6,953)(26,431)——
Other30,008(10,723)—19,2853.8
Total intangible assets, net$1,980,262$(343,141)$(167,431)$1,469,690
GrossCarryingAmount · AccumulatedAmortization · Accumulated Impairment Losses · NetCarryingAmount · Weighted-AverageRemainingUsefulLife (Years)
Brands - indefinite-lived$1,511,269$—$(141,000)$1,370,269Indefinite
Brands - definite-lived43,309(5,301)—38,00812.3
Developed technology249,470(193,777)—55,6931.1
User base113,760(113,154)—6060.5
White label contracts33,384(6,953)(26,431)——
Other28,549(8,835)—19,7143.9
Total intangible assets, net$1,979,741$(328,020)$(167,431)$1,484,290

Amortization expense related to intangible assets, net for the three months ended March 31, 2024 and 2023 was $15.3 million and $14.3 million, respectively.

Note 6 - Restructuring Charges

On February 27, 2024, the Company announced that it adopted a restructuring plan (the “Restructuring Plan”) to reduce its global workforce by approximately 350 roles to better align its operating model with future strategic priorities and to drive stronger operating leverage. As a result, we expect to incur approximately$20.0 million to $22.0 millionof non-recurring charges during the first three quarters of 2024, consisting primarily of employee severance, benefits, and related charges for impacted employees. The Restructuring Plan is expected to be completed in the third quarter of 2024. The following table presents the total restructuring charges by function (in thousands):

Cost of revenue$920
Selling and marketing3,084
General and administrative4,591
Product development8,021
Total$16,616

As of March 31, 2024, the$13.9 million remaining restructuring liability consists primarily of accrued severance costs, which are included in "Accrued expenses and other current liabilities" in the accompanying condensed consolidated balance sheets.

The following table summarizes the restructuring-related liabilities (in thousands):

Employee Related BenefitsOtherTotal
Balance as of December 31, 2023$—$—$—
Restructuring charges15,78782916,616
Cash payments(2,716)—(2,716)
Balance as of March 31, 2024$13,071$829$13,900

Note 7 -Other Financial Data

Consolidated Balance Sheets Information

Other current assets are comprised of the following balances (in thousands):

March 31, 2024December 31, 2023
Capitalized aggregator fees$11,891$12,390
Prepayments15,4559,831
Other current assets3,36212,511
Total other current assets$30,708$34,732

Accrued expenses and other current liabilities are comprised of the following balances (in thousands):

March 31, 2024December 31, 2023
Legal liabilities$48,443$65,761
Payroll and related expenses33,09929,355
Marketing expenses21,70222,622
Professional fees9,8058,724
Lease liabilities1,1091,171
Income tax payable4,624958
Contingent earn-out liability7,06922,758
Payable to related parties pursuant to a tax receivable agreement—22,807
Other accrued expenses and other payables14,68811,643
Total accrued expenses and other current liabilities$140,539$185,799

Other long-term liabilities are comprised of the following balances (in thousands):

March 31, 2024December 31, 2023
Lease liabilities$12,414$13,273
Other liabilities1,6201,434
Total other liabilities$14,034$14,707

Note 8 - Fair Value Measurements

The following tables present the Company’s financial instruments that are measured at fair value on a recurring basis (in thousands):

Level 1Level 2Level 3Total FairValueMeasurements
Assets:
Cash equivalent - money market funds$166,896$—$—$166,896
Derivative asset—9,866—9,866
Investments in equity securities——1,7351,735
$166,896$9,866$1,735$178,497
Liabilities:
Contingent earn-out liability$—$—$7,069$7,069
$—$—$7,069$7,069
Level 1Level 2Level 3Total FairValueMeasurements
Assets:
Cash equivalent - money market funds$237,087$—$—$237,087
Derivative asset—8,288—8,288
Investments in equity securities——1,7351,735
$237,087$8,288$1,735$247,110
Liabilities:
Contingent earn-out liability$—$—$22,758$22,758
$—$—$22,758$22,758

There were no transfers between levels between March 31, 2024 and December 31, 2023.

The carrying value of accounts receivable, accounts payable, income tax payable, accrued expenses and other payables approximate their fair values due to the short-term maturities of these instruments.

The Company uses interest rate derivative instruments to manage the risk related to fluctuating cash flows from interest rate changes on the debt. These instruments are not designated as hedges for accounting purposes and are recorded in “Other current assets,” “Other noncurrent assets,” “Accrued expense and other current liabilities” or “Other long-term liabilities,” with changes in fair value recognized in “Other income (expense), net.” The Company's derivative asset, which consists of interest rate swaps, is measured at fair value on a recurring basis using observable market data (Level 2) and totaled$9.9 million and$8.3 million as of March 31, 2024 and December 31, 2023, respectively. The fair value of interest rate swaps is estimated using a combined income and market-based valuation methodology based on Level 2 inputs, including forward interest rate yield curves obtained from independent pricing services. Derivative assets are included in “Other noncurrent assets” as of March 31, 2024 and “Other current assets” as of December 31, 2023 in the accompanying condensed consolidated balance sheets.

The Company’s contingent earn-out liability is measured at fair value on a recurring basis using significant unobservable inputs (Level 3) and totaled$7.1 million and$22.8 million as of March 31, 2024 and December 31, 2023, respectively. Contingent earn-out liability is included in “Accrued expenses and other current liabilities” in the accompanying condensed consolidated balance sheets.

As of March 31, 2024, there is a contingent consideration arrangement, consisting of an earn-out payment to former shareholders of Worldwide Vision Limited of up to $150.0 million. The Company determined the fair value of the contingent earn-out liability by using a probability-weighted analysis to determine the amount of the liabilities, and, if the arrangement is long-term in nature, applying a discount rate that captures the risks associated with the duration of the obligation. The number of scenarios in the probability-weighted analyses vary; generally, more scenarios are prepared for longer duration and more complex arrangements. As of March 31, 2024 and December 31, 2023, the fair value of the contingent earn-out liability reflects a risk-free rateof 5.2% and 5.0%, respectively.

The Company classified contingent earn-out arrangements as liabilities at the time of the acquisition, as they will be settled in cash, and remeasures the fair values of the contingent earn-out liabilities each reporting period thereafter until settled. The fair value of the contingent earn-out liabilities are sensitive to changes in the stock price, discount rates and the timing of the future payments, which are based upon estimates of future achievement of the performance metrics. Changes in fair values of contingent earn-out liabilities are recognized in “General and administrative expense” in the accompanying condensed consolidated statements of operations. The change in fair value of the contingent earn-out liability was$(15.7) million and$(0.6) million for the three months ended March 31, 2024 and 2023, respectively.

Note 9 -Debt

Total debt is comprised of the following (in thousands):

March 31, 2024December 31, 2023
Term Loan due January 29, 2027$625,625$627,063
Less: unamortized debt issuance costs5,6946,137
Less: current portion of debt, net5,7505,750
Total long-term debt, net$614,181$615,176

Credit Agreements

On January 29, 2020, the Company and the wholly-owned subsidiaries, Buzz Bidco LLC, Buzz Merger Sub Limited, and Buzz Finco LLC (the “Borrower”) entered into a credit agreement (the “Credit Agreement”), which permitted the Company to borrow up to $625.0 million through aseven-year $575.0 million term loan (“Original Term Loan”), as well as afive-year senior secured revolving credit facility of $50.0 million (the “Revolving Credit Facility”) and $25.0 million available through letters of credit.

On October 19, 2020, the Company entered into the Amendment No. 1 to the Credit Agreement, which provides for incremental borrowing of an aggregate principal amount of $275.0 million (the “Incremental Term Loan”, and collectively with the Original Term Loan, the “Term Loans”).

On March 20, 2023, in connection with a Benchmark Discontinuation Event, the Company entered into Amendment No. 2 to the Credit Agreement (“Amendment No. 2”), which provided for the transition of the benchmark interest rate from LIBOR to the Secured Overnight Financing Rate (“SOFR”) pursuant to benchmark replacement provisions set forth in the Credit Agreement. Pursuant to the terms of Amendment No. 2, effective with the interest period beginning March 31, 2023, LIBOR was replaced with Term SOFR, a forward-looking term rate based on SOFR, plus a credit spread adjustment of 0.10% with respect to the Term Loans and 0.00% with respect to loans under the Revolving Credit Facility (Term SOFR plus such credit spread adjustment, “Adjusted Term SOFR”). All other terms of the Credit Agreement unrelated to the benchmark replacement and its incorporation were unchanged by Amendment No. 2. Effective March 31, 2023 all Term Loans outstanding are bearing interest based on Adjusted Term SOFR and there were no Revolving Credit Loans outstanding.

Based on the calculation of the applicable consolidated first lien net leverage ratio, the applicable margin for borrowings under the Revolving Credit Facility is between 1.00% to 1.50% with respect to base rate borrowings and between 2.00% and 2.50% with respect to (i) prior to March 31, 2023, LIBOR rate borrowings and (ii) on or after April 1, 2023, Adjusted Term SOFR borrowings. The applicable commitment fee under the revolving credit facility is between 0.375% and 0.500% per annum based upon the consolidated first lien net leverage ratio. The Borrower must also pay customary letter of credit fees and an annual administrative agency fee.

The interest rates in effect for the Original Term Loan and the Incremental Term Loan as of March 31, 2024 were 8.18% and 8.68%, respecti vely. The Original Term Loan Facility amortizes in equal quarterly installments in aggregate annual amounts equal to 1.00% of the principal amount of the Original Term Loan Facility outstanding as of the date of the closing of the Original Term Loan Facility, with the balance being payable at maturity on January 29, 2027. The Incremental Term Loan Facility amortizes in equal quarterly installments in aggregate annual amounts equal to 1.00% of the principal amount of the Incremental Term Loan Facility outstanding as of the date of the closing of the Incremental Term Loan Facility, with the balance being payable at maturity on January 29, 2027. Following the $200.0 million aggregate principal payment of amount of outstanding indebtedness during the three months ended March 31, 2021 quarterly installment payments on the Incremental Term Loan Facility are no longer required for the remaining term of the facility. Principal amounts outstanding under the Revolving Credit Facility are due and payable in full at maturity on January 29, 2025. As of March 31, 2024, and at all times during the three months ended March 31, 2024, the Company was in compliance with the financial debt covenants.

As the loans are issued with a floating rate of interest, the Company believes that the fair value of the obligations is approximated by the principal amount of the loans as of March 31, 2024. The carrying value of the Term Loans includes the outstanding principal amount, less unamortized debt issuance costs. Therefore, the Company assumes the carrying value of the debt, before any transaction costs, would closely approximate the fair value of the loan obligation with the assumptions above.

Note 10 - Earnings (Loss) per Share

The following table sets forth a reconciliation of the numerators used to compute the Company's basic and diluted earnings (loss) per share (in thousands):

Three Months Ended March 31, 2024Three Months Ended March 31, 2023
Numerator:
Net earnings (loss)$33,873$(2,329)
Net earnings (loss) attributable to noncontrolling interests9,256(718)
Net earnings (loss) attributable to Bumble Inc. shareholders$24,617$(1,611)

The following table sets forth the computation of the Company's basic and diluted earnings (loss) per share (in thousands, except share amounts, and per share amounts, unaudited):

Three Months Ended March 31, 2024Three Months Ended March 31, 2023
Basic earnings (loss) per share attributable to common stockholders
Numerator
Allocation of net earnings (loss) attributable to Bumble Inc. shareholders$24,617$(1,614)
Less: net earnings (loss) attributable to participating securities8—
Net earnings (loss) attributable to common stockholders$24,609$(1,614)
Denominator
Weighted average number of shares of Class A common stock outstanding128,733,487131,924,371
Basic earnings (loss) per share attributable to common stockholders$0.19$(0.01)
Diluted earnings (loss) per share attributable to common stockholders
Numerator
Allocation of net earnings (loss) attributable to Bumble Inc. shareholders$24,409$(1,614)
Less: net earnings (loss) attributable to participating securities8—
Net earnings (loss) attributable to common stockholders$24,401$(1,614)
Denominator
Number of shares used in basic computation128,733,487131,924,371
Weighted average shares of Class A common stock outstanding used to calculate diluted earnings (loss) per share128,733,487131,924,371
Diluted earnings (loss) per share attributable to common stockholders$0.19$(0.01)

The following table sets forth potentially dilutive securities that were excluded from the diluted earnings (loss) per share computation because the effect would be anti-dilutive, or issuance of such shares is contingent upon the satisfaction of certain conditions which were not satisfied by the end of the periods:

Three Months Ended March 31, 2024Three Months Ended March 31, 2023
Time-vesting awards:
Options4,970,3323,902,069
Restricted shares—38,669
RSUs5,976,0756,810,786
Incentive units1,090,9303,017,321
Total time-vesting awards12,037,33713,768,845
Exit-vesting awards:
Options69,59095,154
Restricted shares—49,378
RSUs259,449502,251
Incentive units1,432,6653,363,792
Total exit-vesting awards1,761,7044,010,575
Total13,799,04117,779,420

Note 11 - Stock-based Compensation

Total stock-based compensation cost, net of forfeitures, was as follows:

(In thousands)Three Months Ended March 31, 2024Three Months Ended March 31, 2023
Cost of revenue$545$1,138
Selling and marketing expense(2,862)3,527
General and administrative expense(1,506)14,817
Product development expense3,8499,102
Total stock-based compensation expense$26$28,584

During the three months ended March 31, 2024, stock-based compensation expense decreased due to forfeitures for terminations including the reduction in force related to the Restructuring Plan.

Incentive Units in Bumble Holdings

The following table summarizes information around Incentive Units in Bumble Holdings:

Time-Vesting Incentive UnitsExit-Vesting Incentive Units
Number ofAwardsWeighted-AverageParticipationThresholdNumber ofAwardsWeighted-AverageParticipationThreshold
Unvested as of December 31, 20232,014,042$13.111,817,295$12.89
Granted————
Vested(791,238)12.12(274,735)12.58
Forfeited(131,874)19.83(109,895)14.12
Unvested as of March 31, 20241,090,930$13.021,432,665$12.42

As of March 31, 2024, total unrecognized compensation cost related to the Time-Vesting Incentive Units is $1.4 million, which is expected to be recognized over a weighted-average period of 1.0 years. Total unrecognized compensation cost related to the Exit-Vesting Incentive Units is $3.3 million, which is expected to be recognized over a weighted-average period of 1.3 years.

Restricted Shares of Class A Common Stock in Bumble Inc.

The following table summarizes information around restricted shares in the Company:

Time-Vesting Restricted Shares of Class A Common StockExit-Vesting Restricted Shares of Class A Common Stock
Number ofAwardsWeighted-AverageGrant-DateFairValueNumber ofAwardsWeighted-AverageGrant-DateFairValue
Unvested as of December 31, 202332,255$6.8728,386$17.13
Granted————
Vested(15,599)6.73(3,810)17.16
Forfeited(7,952)6.73(12,002)17.01
Unvested as of March 31, 20248,704$7.2312,574$17.23

As of March 31, 2024, total unrecognized compensation cost related to the Time-Vesting restricted shares is $11.3 thousand, which is expected to be recognized over a weighted-average period of 0.9 years. Total unrecognized compensation cost related to the Exit-Vesting restricted shares is $51.4 thousand, which is expected to be recognized over a weighted-average period of 1.3 years.

RSUs in Bumble Inc.

The following table summarizes information around RSUs in the Company:

Time-Vesting RSUsExit-Vesting RSUs
Number ofAwardsWeighted-AverageGrant-DateFairValueNumber ofAwardsWeighted-AverageGrant-DateFairValue
Unvested as of December 31, 20236,557,643$25.41333,296$42.79
Granted1,580,17712.93——
Vested(1,159,546)28.35(50,968)42.79
Forfeited(1,002,199)25.67(22,879)42.79
Unvested as of March 31, 20245,976,075$21.49259,449$42.79

During the three months ended March 31, 2024 and 2023, the total fair value of RSUs as of the respective vesting dates was $15.9 million and $24.6 million, respectively. As of March 31, 2024, total unrec ognized compensation cost related to the Time-Vesting RSUs is $61.4 million, which is expected to be recognized over a weighted-average period of 2.8 years. Total unrecognized compensation cost related to the Exit-Vesting RSUs is $2.1 million, which is expected to be recognized over a weighted-average period of 1.3 years.

Options

The following assumptions were utilized to calculate the fair value of Time-Vesting Options granted during the three months ended March 31, 2024:

Volatility58%
Expected Life7.0 years
Risk-free rate4.0% - 4.2%
Fair value per unit$6.73 - $8.95
Dividend yield0.0%

The following table summarizes the Company’s option activity as it relates to Time-Vesting stock options:

Number ofOptionsWeighted-AverageExercisePrice PerShareWeighted-AverageGrant DateFair ValuePer Share
Outstanding as of December 31, 20233,528,145$30.87$17.75
Granted2,127,26513.138.11
Exercised———
Forfeited and expired(685,078)27.3516.58
Outstanding as of March 31, 20244,970,332$23.76$13.79
Exercisable as of March 31, 20241,668,920$35.09$19.66

The following table summarizes the Company’s option activity as it relates to Exit-Vesting stock options:

Number ofOptionsWeighted-AverageExercisePrice PerShareWeighted-AverageGrant DateFair ValuePer Share
Outstanding as of December 31, 202379,908$43.00$22.21
Granted———
Exercised———
Forfeited(10,318)43.0022.21
Outstanding as of March 31, 202469,590$43.00$22.21
Exercisable as of March 31, 202443,783$43.00$22.21

As of March 31, 2024, total unrecognized compensation cost related to the Time-Vesting options is $21.9 million, which is expected to be recognized over a weighted-average period of 3.3 years. Total unrecognized compensation cost related to the Exit-Vesting options is $0.1 million, which is expected to be recognized over a weighted-average period of 1.3 years.

Note 12 - Related Party Transactions

In the ordinary course of operations, the Company enters into transactions with related parties, as discussed below.

Related Party relationshipType of TransactionFinancial Statement LineThree Months Ended March 31, 2024Three Months Ended March 31, 2023
OtherMarketing costsSelling and marketing expense$1,622$1,232
OtherModerator costsCost of revenue1,5921,123
OtherAdvertising revenueRevenue311176
OtherTax receivable agreement liability remeasurement benefitOther income (expense), net230—
Related Party relationshipType of TransactionFinancial Statement LineMarch 31, 2024December 31, 2023
OtherTax receivable agreementPayable to related parties pursuant to a tax receivable agreement$419,323$430,196
ShareholderRepurchase of Class A common stock and Common UnitsTreasury stock and Noncontrolling interests50,000100,000

Payable to related parties pursuant to a tax receivable agreement

Concurrent with the completion of the IPO, the Company entered into a tax receivable agreement with pre-IPO owners including our Founder, our Sponsor, an affiliate of Accel Partners LP and management and other equity holders (see Note 4, Payable to Related Parties Pursuant to a Tax Receivable Agreement).

Share Repurchase

In March 2024, the Company and Bumble Holdings entered into an agreement with certain entities affiliated with Blackstone in a private transaction under the Company’s existing share repurchase program, under which the Company agreed to repurchase approximately 2.5 million shares of its Class A common stock beneficially owned by Blackstone and Bumble Holdings agreed to repurchase from Blackstone approximately 2.0 million Common Units, which are exchangeable for shares of Class A common stock on aone-for-one basis, for an aggregate purchase price of $50.0 million.

Other

The Company recognizes advertising revenues and incurs marketing expenses from Liftoff Mobile Inc. (“Liftoff”), a company in which Blackstone-affiliated funds hold a controlling interest. The Company uses TaskUs Inc. (“TaskUs”), a company in which Blackstone-affiliated funds holds more than 20% of ownership interests, for moderator services.

Note 13 - Segment and Geographic Information

The Company operates as asingle operating segment. The Company’s chief operating decision maker is the Chief Executive Officer, who reviews financial information presented on a consolidated basis, accompanied by disaggregated information about the Company’s revenue, for purposes of making operating decisions, assessing financial performance and allocating resources.

Revenue by major geographic region is based upon the location of the customers who receive the Company's services. The information below summarizes revenue by geographic area, based on customer location (in thousands):

Three Months Ended March 31, 2024Three Months Ended March 31, 2023
North America(1)$143,594$143,073
Rest of the world124,18199,875
Total$267,775$242,948

(1)North America revenue includes revenue from the United States and Canada.

The United States is the only country with revenues of 10% or more of the Company's total revenue for thethree months ended March 31, 2024 and 2023.

Note 14 - Commitments and Contingencies

The Company has entered into indemnification agreements with the Company’s officers and directors for certain events or occurrences. The Company maintains a directors and officers insurance policy to provide coverage in the event of a claim against an officer or director.

Litigation

We are subject to various legal proceedings, claims, and governmental inspections, audits or investigations arising out of our business which cover matters such as general commercial, consumer protection, governmental regulations, product liability, privacy, safety, environmental, intellectual property, employment and other actions that are incidental to our business, including a number of trademark proceedings, both offensive and defensive, regarding the BUMBLE, BADOO and FRUITZ marks. These matters are subject to inherent uncertainties and it is possible that an unfavorable outcome of one or more of these legal proceedings or other contingencies could have a material impact on the business, financial condition, or results of operations of the Company.

Litigation Related to the Illinois Biometric Information Privacy Act (the “BIPA”)

In late 2021 and early 2022, four putative class action lawsuits were filed against the Company alleging that certain features of the Badoo or Bumble apps violate the Illinois BIPA. Each of these lawsuits allege that the apps used facial geometry scans in violation of BIPA’s authorization, consent, and data retention policy provisions. Plaintiffs in these lawsuits seek statutory damages, compensatory damages, attorneys’ fees, injunctive relief, and (in one action) punitive damages. The parties in some of these lawsuits have filed motions with the court on procedural issues and some of the lawsuits have been narrowed. The parties have engaged in settlement discussions and an agreement in principle has been reached. An accrual has been made based on the probable and estimable loss. In February 2024, an additional class action lawsuit was filed in Illinois alleging that certain features of Bumble app violate BIPA. This case is in an early stage and the Company cannot predict at this point the length of time that this matter will be ongoing, or the outcome or the liability, if any, which may arise therefrom.

Between September 2023 and March 2024, the Company received approximately 29,000 pre-arbitration demands regarding Bumble’s alleged violation of BIPA. The parties have engaged in settlement discussions and an agreement in principle has been reached. For the three months ended March 31, 2024, we recorded approximately $2.5 million in costs in connection with the aforementioned matters.

Proceedings Related to the September 2021 Secondary Public Stock Offering (the “SPO”)

Six shareholder derivative complaints have been filed in the United States District Court for the Southern District of New York, United States District Court for the District of Delaware and Delaware Court of Chancery against the Company and certain directors and officers asserting claims under the U.S. federal securities laws that the Registration Statement and prospectus used for the SPO contained false and misleading statements or omissions by failing to disclose certain information concerning Bumble and Badoo app paying users and related trends and issues with the Badoo app payment platform, and that as a result of the foregoing, Bumble’s business metrics and financial prospects were not as strong as represented in the SPO Registration Statement and prospectus. The Glover-Mott shareholder derivative complaint was filed in April 2022 in federal court. The Michael Schirano shareholder derivative complaint was filed in May 2023 in federal court. The United States District Court for the District of Delaware ordered the two actions consolidated in August 2023 under the caption In Re Bumble Inc. Stockholder Derivative Litigation. An amended consolidated complaint was filed in August 2023 alleging violations of Section 14(a) of the Exchange Act, Section 10(b) of the Exchange Act and Rule 10b-5 promulgated thereunder, and Section 29(b) of the Exchange Act, as well as for breach of fiduciary duty, waste, and unjust enrichment against, among others, management, our Board of Directors and Blackstone. The complaint seeks unspecified damages; rescission of certain employment agreements between the individual defendants and the Company, disgorgement from defendants of any improperly or unjustly obtained profits or benefits; an award of costs and disbursements, including reasonable attorneys’ fees; punitive damages; pre- and post-judgment interest, and that the Company be directed to take action to reform its corporate governance and internal procedures.

Two federal court shareholder derivative complaints were voluntarily dismissed in July 2023.

In January 2023 and February 2023, purported shareholders Alberto Sanchez and City of Vero Beach Police Officers’ Retirement Trust Fund, respectively, filed shareholder derivative complaints in the Delaware Court of Chancery. In March 2023, the Delaware Court of Chancery consolidated those actions under the caption In re Bumble Inc. Stockholder Derivative Litigation. In April 2023, the consolidated action plaintiffs filed a consolidated complaint that asserts claims for breach of fiduciary duty and unjust enrichment against, among others, management, our Board of Directors, and Blackstone. The complaint seeks unspecified damages; a finding that the individual defendants breached their fiduciary duties; disgorgement from defendants of any unjustly obtained profits or benefits; and an award of costs and disbursement, including attorneys’ fees, accountants’ fees, and experts’ fees. In October 2023, the court denied defendants’ motion to dismiss the consolidated complaint.

In August 2023, Bumble received litigation demands from (i) counsel representing the purported Bumble shareholder who filed the voluntarily dismissed William B. Federman Irrevocable Trust derivative action in the U.S. District Court for the District of Delaware and (ii) counsel representing the purported Bumble shareholder who filed the voluntarily dismissed Dana Messana derivative action in the U.S. District Court for the District of Delaware. Both litigation demands are directed to the Bumble Board and contains factual allegations involving the September 2021 SPO that are generally consistent with those in the derivative litigation filed in state and federal court. The letters demand, among other things, that Bumble’s Board undertake an independent investigation into alleged legal violations, and that Bumble commence a civil action to pursue related claims against any individuals who allegedly harmed Bumble. In November 2023, Bumble formed a Special Litigation Committee (“SLC”) to investigate the claims at-issue in the In Re Bumble Inc. Stockholder Derivative Litigation pending in the United States District Court for the District of Delaware and Delaware Court of Chancery, as well as the William B. Federman Irrevocable Trust and Dana Messana litigation demands. In January 2024, the Delaware Court of Chancery entered an order staying the litigation for 180 days while the SLC investigation is ongoing, and the United States District Court for the District of Delaware so-ordered a stipulation similarly staying the litigation until July 15, 2024 while the SLC investigation is ongoing. Management is unable to determine a range of potential losses that is reasonably possible of occurring.

The Company has also received an inquiry from the SEC relating to the disclosures at issue in the SPO class action complaint. The Company cannot predict at this point the length of time that these matters will be ongoing, their outcome or the liability, if any, which may arise therefrom.

Proceedings Related to the California Unruh Civil Rights Act (the "Unruh Act")

Between June 2023 and August 2023, the Company received over 20,000 pre-arbitration demands or demands for arbitration regarding Bumble’s alleged violation of the Unruh Act as a result of its “women message first” feature. We agreed to enter into mediations and, as a result, the arbitrations were stayed pending resolution of the mediations. The mediations concluded successfully, and the Company has made settlement offers to each of the individual claimants based on the outcomes of the mediations. Although the Company expects that most claimants will accept the settlement offers and that most demands will be withdrawn and dismissed, certain claimants who reject the settlement offers may continue to prosecute their demands. The Company cannot predict at this time the number of claimants who will continue to prosecute their demands and thus cannot predict at this time the outcome or liability that may result from any such continued arbitrations. An accrual has been made based on the probable and estimable loss.

On April 9, 2024, a putative class action complaint was filed against the Company in the United States District Court for the Central District of California, also alleging that Bumble’s “women message first” feature violates the Unruh Act. Plaintiffs in these lawsuits seek declaratory and injunctive relief, statutory damages, and attorneys’ fees and costs. The Company is evaluating the complaint and cannot predict at this point the length of time that this matter will be ongoing, the outcome or the liability, if any, which may arise therefrom.

From time to time, the Company is subject to patent litigations asserted by non-practicing entities.

As of March 31, 2024 and December 31, 2023, the Company determined that provisions of $48.4 million and $65.8 million, respectively, reflect our best estimate of any probable future obligation for the Company’s litigations. The provisions as of March 31, 2024 and December 31, 2023, include amounts accrued in connection with the litigation related to the BIPA and mass arbitrations described above. During the three months ended March 31, 2024, the Company paid $19.8 million to settle litigation matters, which amount is accordingly no longer reflected in the provision as of March 31, 2024. Legal expenses are included in “General and administrative expense” in the accompanying consolidated statements of operations.

Purchase Commitments

In May 2023, the Company amended the agreement for third-party cloud services, which superseded and replaced the September 2022 agreement. Under the amended terms, the Company is committed to pay a minimum of $12.0 million over the period of 18 months. If at the end of the 18 months, or upon early termination, the Company has not reached the $12.0 million in spend, the Company will be required to pay for the difference between the sum of fees already incurred and the minimum commitment. As of March 31, 2024, our minimum commitment remaining is $6.7 million.

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