You should read the following discussion and analysis of the financial condition
and results of operations of Bumble Inc. in conjunction with our unaudited
condensed consolidated financial statements and related notes included elsewhere
in Part I, "Item 1 - Financial Statements (Unaudited)". This discussion contains
forward-looking statements that involve risks and uncertainties about our
business and operations. Our actual results could differ materially from those
discussed in the forward-looking statements. Factors that could cause or
contribute to these differences include, without limitation, those discussed in
this Management's Discussion and Analysis of Financial Condition and Results of
Operations and those identified under "Special Note Regarding Forward-Looking
Statements" and Part I, "Item 1A-Risk Factors" in our 2021 Form 10-K.

Overview



We provide online dating and social networking platforms through subscription
and in-app purchases of dating products servicing North America, Europe and
various other countries around the world. Bumble operates three apps, Bumble,
Badoo and Fruitz. Our apps monetize via a freemium model, where the use of the
service is free and a subset of the users pay for subscriptions or in-app
purchases to access premium features. We launched Bumble app in 2014 to address
antiquated gender norms and a lack of kindness and accountability on the
internet. By placing women at the center - where women make the first move - we
are building a platform that is designed to be safe and empowering for women,
and in turn, provide a better environment for everyone. Badoo app, launched in
2006, was one of the pioneers of web and mobile free-to-use dating products. In
January 2022, we acquired Fruitz, a fast-growing dating app with a Gen Z focus,
which is a growing segment of online dating consumers. Fruitz encourages open
and honest communication of dating intentions through playful fruit metaphors.
Our consolidated results for the three and nine months ended September 30, 2022
included the operating results of Fruitz from January 31, 2022. Revenues from
Fruitz were included in Badoo App and Other Revenue but excluded from our key
operating metrics. For additional information, see Note 6, Business Combination,
to our unaudited condensed consolidated financial statements included in Part I,
"Item 1 - Financial Statements (Unaudited)" of this Quarterly Report on Form
10-Q.

Quarter ended September 30, 2022 Consolidated Results

For the three months ended September 30, 2022 and 2021, we generated:

Total Revenue of $232.6 million and $199.1 million, respectively;

Bumble App Revenue of $180.6 million and $141.2 million, respectively;

Badoo App and Other Revenue of $52.0 million and $57.9 million, respectively;

Net earnings (loss) of $26.4 million and $(10.4) million, respectively, representing net earnings (loss) margins of 11.4%, and (5.2)%, respectively; and

Adjusted EBITDA of $61.8 million and $54.5 million, respectively, representing Adjusted EBITDA margins of 26.6% and 27.4%, respectively.

Year-to-Date September 30, 2022 Consolidated Results

For the nine months ended September 30, 2022 and 2021, we generated:

Total Revenue of $661.9 million and $553.9 million, respectively;

Bumble App Revenue of $503.5 million and $379.2 million, respectively;

Badoo App and Other Revenue of $158.4 million and $174.7 million, respectively;

Net earnings of $45.1 million and $295.7 million, respectively, representing net earnings margins of 6.8%, and 53.4% respectively;

Adjusted EBITDA of $166.4 million and $152.4 million, respectively, representing Adjusted EBITDA margins of 25.1% and 27.5%, respectively.

Net cash provided by operating activities of $81.8 million and $20.3 million, respectively, and operating cash flow conversion of 181.2% and 6.9%, respectively; and

Free cash flow of $70.5 million and $10.9 million, respectively, representing free cash flow conversion of 42.3% and 7.1%, respectively.


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For a reconciliation of Adjusted EBITDA, Adjusted EBITDA margin, free cash flow
and free cash flow conversion, which are all non-GAAP measures, to the most
directly comparable GAAP financial measures, information about why we consider
Adjusted EBITDA, Adjusted EBITDA margin, free cash flow and free cash flow
conversion useful and a discussion of the material risks and limitations of
these measures, please see "-Non-GAAP Financial Measures."

Key Operating and Financial Metrics



We regularly review a number of metrics, including the following key operating
and financial metrics, to evaluate our business, measure our performance,
identify trends in our business, prepare financial projections and make
strategic decisions. We believe these non-GAAP and operational measures are
useful in evaluating our performance, in addition to our financial results
prepared in accordance with GAAP. See "-Non-GAAP Financial Measures" for
additional information on non-GAAP financial measures and a reconciliation to
the most comparable GAAP measures.


The following metrics were calculated excluding paying users and revenue generated from Fruitz:



                                                            (As Revised)                        (As Revised)
                                          Three Months      Three Months       Nine Months       Nine Months
                                              Ended             Ended             Ended             Ended
                                          September 30,     September 30,     September 30,     September 30,
(In thousands, except ARPPU)                  2022              2021              2022              2021
Key Operating Metrics
Bumble App Paying Users                         2,088.1           1,532.6           1,929.3           1,452.8
Badoo App and Other Paying Users                1,202.2           1,333.4           1,176.8           1,412.7
Total Paying Users                              3,290.3           2,866.0           3,106.1           2,865.5
Bumble App Average Revenue per Paying
User                                      $       28.84     $       30.71     $       29.00     $       29.00
Badoo App and Other Average Revenue per
Paying User                               $       12.75     $       13.73     $       13.26     $       13.08
Total Average Revenue per Paying User     $       22.96     $       22.81     $       23.03     $       21.15




                                                               (As Revised)                          (As Revised)
                                             Three Months      Three Months       Nine Months        Nine Months
                                                 Ended             Ended             Ended              Ended

(In thousands, except per share / unit September 30, September 30, September 30, September 30, data and percentages)

                            2022              2021               2022               2021
Condensed Consolidated Statements of
Operations Data:
Revenue                                      $     232,639     $     199,147     $      661,875     $      553,865
Net earnings (loss)                                 26,405           (10,385 )           45,122            295,654
Net earnings (loss) attributable to Bumble
Inc. shareholders / Buzz Holdings L.P.
owners                                              18,063            (7,333 )           30,824            322,257
Net earnings (loss) per unit attributable
to Bumble Inc. shareholders / Buzz
Holdings L.P. owners
Basic earnings (loss) per share / unit       $        0.14     $       (0.06 )   $         0.24     $         1.57
Diluted earnings (loss) per share / unit     $        0.14     $       (0.06 )   $         0.23     $         1.53

                                                                                 September 30,       December 31,
(In thousands)                                                                        2022               2021
Condensed Consolidated Balance Sheets
Data:
Total assets                                                                     $    3,792,838     $    3,776,996
Cash and cash equivalents                                                               365,105            369,175
Long-term debt, net including current
maturities                                                                              625,989            628,981


Profitability and Liquidity

We use net earnings (loss) and net cash provided by (used in) operating
activities to assess our profitability and liquidity, respectively. In addition
to net earnings (loss) and net cash provided by (used in) operating activities,
we also use the following measures:


Adjusted EBITDA. We define Adjusted EBITDA as net earnings (loss) excluding
income tax (benefit) provision, interest (income) expense, depreciation and
amortization, stock-based compensation expense, employer costs related to
stock-based compensation, foreign exchange (gain) loss, changes in fair value of
contingent earn-out liability, interest rate swaps and investments in equity
securities, transaction and other costs, litigation costs net of insurance
reimbursements

                                       45
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that arise outside of the ordinary course of business and tax receivable agreement liability remeasurement benefit. Adjusted EBITDA margin represents Adjusted EBITDA as a percentage of revenue.

Free cash flow. We define free cash flow as net cash provided by (used in) operating activities less capital expenditures. Free cash flow conversion represents free cash flow as a percentage of Adjusted EBITDA.



Adjusted EBITDA, Adjusted EBITDA margin, free cash flow and free cash flow
conversion are key measures we use to assess our financial performance and are
also used for internal planning and forecasting purposes. We believe Adjusted
EBITDA, Adjusted EBITDA margin, free cash flow and free cash flow conversion are
helpful to investors, analysts and other interested parties because they can
assist in providing a more consistent and comparable overview of our operations
across our historical financial periods. In addition, these measures are
frequently used by analysts, investors and other interested parties to evaluate
and assess performance.

See "-Non-GAAP Financial Measures" for additional information and a reconciliation of net earnings (loss) to Adjusted EBITDA and Adjusted EBITDA margin and net cash provided by (used in) operating activities to free cash flow.

Impact of Russia-Ukraine Conflict





The ongoing conflict between Russia and Ukraine has increased global economic
and political uncertainty. On March 8, 2022, we announced that we will
discontinue our operations in Russia and remove all of our apps from the Apple
App Store and Google Play Store in Russia and Belarus. Our decision to
discontinue our operations in Russia and remove all of our apps from the Apple
App Store and Google Play Store in Russia and Belarus has led to reduced
revenues and Paying Users from these countries and increased costs. For further
information regarding revenues and Paying Users see the "Results of
Operations-Comparison of the Three and Nine Months Ended September 30, 2022 and
2021-Revenue" section further below. For further information regarding the cost
related to our discontinuation of operations in Russia see Note 9,
Restructuring, to our unaudited condensed consolidated financial statements
included in Part I, "Item 1 - Financial Statements (Unaudited)" of this
Quarterly Report on Form 10-Q.

As of September 30, 2022, the net assets of our subsidiary in Russia comprised
0.1% of total net assets. For the three and nine months ended September 30,
2022, revenues from Russia, Belarus and Ukraine combined were approximately 0.5%
and 0.9%, respectively, of our total revenues. Operating costs related to our
Russian operations were approximately 0.3% and 1.6% of our total operating costs
for the three and nine months ended September 30, 2022.

For additional information, see "Risk Factors-Risks Related to Our Brand,
Products and Operations-Our operations may be adversely affected by ongoing
developments in Russia, Ukraine and surrounding countries, including due to the
impact of our decision to discontinue our operations in Russia and remove our
apps from the Apple App Store and Google Play Store in Russia and Belarus" in
Part I, Item 1A. of our 2021 Form 10-K.

Impact of COVID-19



Since early 2020, COVID-19 has impacted market and economic conditions globally,
resulting in the implementation of significant governmental measures, including
lockdowns, closures, quarantines, and travel bans intended to control the spread
of the virus, as well as changes in consumer behavior as some individuals have
become reluctant to engage in social activities with people outside their
households. While many jurisdictions have relaxed restrictions, others have
remained in place with some areas continuing to experience renewed outbreaks and
surges in infection rates despite more widespread availability of vaccines.
Future prevention and mitigation measures, as well as the potential for some of
these measures to be reinstituted in the event of subsequent waves or the
emergence of new variants of the virus, have had and are likely to continue to
have an adverse impact on global economic conditions and consumer confidence and
spending in many parts of the world for some time. Such macroeconomic conditions
have adversely affected and may continue to adversely affect demand, and/or
users' ability to pay, for our products and services, particularly in the
geographic and demographic markets in which Badoo app operates. Given the
continued uncertainty around the duration and severity of the impact on market
conditions and the business environment, the impact of the COVID-19 pandemic on
our business, financial condition and results of operations going forward
remains uncertain for the foreseeable future.

For additional information, see "Risk Factors-General Risk Factors-Our business
and results of operations may be materially adversely affected by the ongoing
COVID-19 outbreak or other similar outbreaks" and "Risk Factors-General Risk
Factors-An economic downturn or economic uncertainty may adversely affect
consumer discretionary spending and demand for our products and services" in
Part I, Item 1A. of our 2021 Form 10-K.

Macroeconomic Conditions


                                       46
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The prevailing global economic climate, Russia-Ukraine conflict and other
macroeconomic conditions, including but not limited to slower growth or economic
recession, changes to fiscal and monetary policy and exchange rate fluctuations
have adversely affected and may continue to adversely impact our business as
consumers face greater pressure on disposable income. The increase in interest
rates by the Federal Reserve and overall market conditions have led to
significant strengthening of the U.S. dollar against other global currencies in
2022. A strong U.S. dollar has impacted and may continue to impact our revenue
and earnings through the remainder of 2022 and extending into 2023. We
continuously monitor the direct and indirect impacts of these circumstances on
our business and financial results.

For additional information, see "Risk Factors-General Risk Factors-An economic
downturn or economic uncertainty may adversely affect consumer discretionary
spending and demand for our products and services" in Part I, Item 1A. of our
2021 Form 10-K.

Factors Affecting the Comparability of Our Results of Operations



As a result of a number of factors, our historical results of operations may not
be comparable from period to period or going forward. Set forth below is a brief
discussion of the key factors impacting the comparability of our results of
operations.

Initial Public Offering and Offering Transactions



On February 10, 2021, our registration statement on Form S-1 relating to our
initial public offering ("IPO") was declared effective by the U.S. Securities
and Exchange Commission, and our Class A common stock began trading on the
NASDAQ on February 11, 2021. Our IPO closed on February 16, 2021.

Bumble Inc. issued and sold 57.5 million shares of its Class A common stock in
the IPO, including 7.5 million shares sold pursuant to the exercise in full by
the underwriters of their option to purchase additional shares. Bumble Inc. used
the proceeds (net of underwriting discounts) from the issuance of 9 million
shares ($369.6 million) to acquire an equivalent number of newly-issued Common
Units from Buzz Holdings L.P, which Buzz Holdings L.P. used to repay outstanding
indebtedness under our Term Loan Facility totaling approximately $200.0 million
in aggregate principal amount and approximately $148.3 million for general
corporate purposes, and to bear all of the expenses of the IPO. Bumble Inc. used
the proceeds (net of underwriting discounts) from the issuance of 48.5 million
shares ($1,991.6 million) to purchase or redeem an equivalent aggregate number
of shares of Class A common stock and Common Units from our pre-IPO owners. We
refer to the foregoing transactions as the "Offering Transactions".

Secondary Offering



On September 15, 2021, the Company completed a secondary offering of 20.7
million shares of Class A common stock on behalf of certain selling stockholders
affiliated with Blackstone Inc. (the "Selling Stockholders") at a price of
$54.00 per share. This transaction resulted in the issuance of 9.2 million Class
A shares for the period ending September 30, 2021.

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

Reorganization Transactions

Prior to the completion of the IPO, we undertook certain reorganization
transactions (the "Reorganization Transactions") such that Bumble Inc. is now a
holding company, and its sole material asset is a controlling equity interest in
Bumble Holdings. As the general partner of Bumble Holdings, Bumble Inc. now
operates and controls all of the business and affairs of Bumble Holdings, has
the obligation to absorb losses and receive benefits from Bumble Holdings and,
through Bumble Holdings and its subsidiaries, conducts our business. The
Reorganization Transactions were accounted for as a reorganization of entities
under common control. As a result, the consolidated financial statements of
Bumble Inc. will recognize the assets and liabilities received in the
Reorganization Transactions at their historical carrying amounts, as reflected
in the historical financial statements of Bumble Holdings, the accounting
predecessor. Bumble Inc. will consolidate Bumble Holdings on its consolidated
financial statements and record a non-controlling interest, related to the
Common Units and the Incentive Units held by our pre-IPO owners, on its
consolidated balance sheet and statement of operations.

Bumble Inc. is a corporation for U.S. federal and state income tax purposes.
Bumble Inc.'s accounting predecessor, Bumble Holdings is and has been since the
Sponsor Acquisition, treated as a flow-through entity for U.S. federal income
tax purposes, and as such, has generally not been subject to U.S. federal income
tax at the entity level. Accordingly, the historical results of operations and
other financial information set forth in this Quarterly Report do not include
any material provisions for U.S. federal income tax for the period prior to our
IPO. Following our IPO, Bumble Inc. pays U.S. federal and state income taxes as
a corporation on its share of Bumble Holdings' taxable income.

                                       47
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In addition, in connection with the Reorganization Transactions and our IPO, we
entered into the tax receivable agreement as described under "-Tax Receivable
Agreement."



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, increases in our
share of existing tax basis and adjustments to the tax basis of the assets of
Bumble Holdings as a result of sales or exchanges of Common Units (including
Common Units issued upon conversion of vested Incentive Units), and our
utilization of certain tax attributes of the Blocker Companies (including the
Blocker Companies' allocable share of existing tax basis) and certain other tax
benefits related to entering into the tax receivable agreement.

We estimate the amount of existing tax basis with respect to which our pre-IPO
owners will be entitled to receive payments under the tax receivable agreement
(assuming all Pre-IPO Common Unitholders exchanged their Common Units for shares
of Class A common stock on the date of the IPO, and assuming all vested
Incentive Units were converted to Common Units and immediately exchanged for
shares of Class A common stock at the IPO prices of $43.00 per share of Class A
common stock) is approximately $2,603 million, which includes the Company's
allocable share of existing tax basis acquired in the IPO, which we have
determined to be approximately $1,728 million. In determining the Company's
allocable share of existing tax basis acquired in the IPO, we have given
retrospective effect to certain exchanges of Common Units for Class A shares
that occurred after the IPO that were contemplated to have occurred pursuant to
the Blocker Restructuring. 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 certain tax benefits that were received in connection with the
Reorganization Transactions and our IPO. As a result of this determination, we
have not recorded the benefit of these deferred tax assets as of September 30,
2022. The Company is entitled to certain depreciation and amortization
deductions as a result of its allocable share of existing tax basis acquired in
the IPO and increases in its allocable share of existing basis and adjustments
to the tax basis of the assets of Bumble Holdings as a result of sales or
exchanges in connection with the IPO. There is significant existing tax basis in
the assets of Bumble Holdings as a result of the Sponsor Acquisition. Based on
current projections, we anticipate having sufficient taxable income to be able
to realize these tax benefits and have recorded a liability of $389.0 million
associated with the tax receivable agreement related to these benefits. The
ability of the deferred tax assets to be realized is evaluated based on all
positive and negative evidence, including future reversals of existing taxable
temporary differences, projected future taxable income, tax planning strategies
and recent results of operations. We will assess the ability of the deferred tax
assets to be realized at each reporting period, and a change in our estimate of
our liability associated with the tax receivable agreement may result as
additional information becomes available, including results of operations in
future periods. During the three months ended September 30, 2022, our tax
receivable agreement liability did not materially change.



Employee Equity Plans



In connection with the Reorganization Transactions and our IPO, we undertook a
number of modifications to existing employee equity plans such that awards under
the Founder Plan, U.S. Plan, and Non-U.S. Plan were reclassified as follows:


The Time-Vesting and Exit-Vesting Class B Units in Bumble Holdings under the
Founder Plan and granted to Senior Management under the U.S. Plan were
reclassified to vested Incentive Units (in the case of Vested Class B Units) and
unvested Incentive Units (in the case of unvested Class B Units) in Bumble
Holdings.


The Time-Vesting and Exit-Vesting Class B Units in Bumble Holdings (other than
those granted to senior management) were reclassified to Class A common stock
(in the case of vested Class B Units) and restricted shares of Class A common
stock (in the case of unvested Class B Units) in Bumble Inc.


The Time-Vesting and Exit-Vesting Phantom Class B Units in Bumble Holdings were
reclassified into vested RSUs (in the case of vested Class B Phantom Units) and
unvested RSUs (in the case of unvested Class B Phantom Units) in Bumble Inc. As
the modification resulted in a change from liability-settled to equity-settled,
the RSUs were fair valued at the date of the IPO.



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In all cases of respective reclassifications, the Post-IPO awards retained the
same terms and conditions (including applicable vesting requirements). Each
Post-IPO award was converted to reflect the $43.00 share price contemplated in
the Company's IPO while retaining the same economic value in the Company.



In connection with the IPO, we adopted the 2021 Omnibus Incentive Plan (the
"2021 Omnibus Plan), which became effective on the date immediately prior to the
effective date of the IPO. Under the 2021 Omnibus Plan, we granted equity awards
as follows:

Stock options with the underlying equity being shares of the Company's Class A common stock. These stock options are inclusive of both Time-Vesting stock options and Exit-Vesting stock options.

Time-Vesting Restricted Stock Units with the underlying equity being shares of the Company's Class A common stock.


Shares of Class A common stock issuable in exchange for an equivalent number of
Common Units in Bumble Holdings to be received upon the conversion of vested
Time-Vesting and Exit-Vesting Incentive Units in Bumble Holdings.



At the IPO date, we concluded that our public offering represented a qualifying
liquidity event that would cause the Exit-Vesting awards' performance conditions
to be probable. As such, we started to recognize stock-based compensation
expense for the Exit-Vesting awards. On July 15, 2022, the Exit-Vesting awards,
with vesting based on certain performance conditions, were modified to also
provide for time-based vesting in 36 equal installments and we began to
recognize incremental stock-based compensation associated with the modification
of these awards. Compensation cost related to the modified Exit-Vesting awards
for the three months ended September 30, 2022 and 2021 was $16.0 million and
$3.6 million, respectively, and $19.5 million and $22.7 million, respectively,
for the nine months ended September 30, 2022 and 2021.


For additional information, see Note 15, Stock-based Compensation, to our unaudited condensed consolidated financial statements included in Part I, "Item 1 - Financial Statements (Unaudited)" of this Quarterly Report on Form 10-Q.

Components of Results of Operations

Our business is organized into a single reportable segment.

Revenue



We monetize the Bumble, Badoo and Fruitz apps via a freemium model where the use
of our service is free and a subset of our users pay for subscriptions or in-app
purchases to access premium features. 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.

We also earn revenue from online advertising and partnerships, which are not a
significant part of our business. Online advertising revenue is recognized when
an advertisement is displayed. Revenue from partnerships is recognized according
to the contractual terms of the partnership.

Cost of revenue



Cost of revenue consists primarily of in-app purchase fees due on payments
processed through the Apple App Store and Google Play Store. Purchases on
Android outside of the United States and United Kingdom, mobile web and desktop
have additional payment methods, such as credit card or via telecom providers.
These purchases incur fees which vary depending on payment method. Purchase fees
are deferred and expensed over the same period as revenue.

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Cost of revenue also includes data center expenses such as rent, power and bandwidth for running servers, employee compensation (including stock-based compensation) and, other employee related costs and restructuring charges. Expenses relating to customer care functions such as customer service, moderators and other auxiliary costs associated with providing services to customers such as fraud prevention are also included within cost of revenue.

Selling and marketing expense



Selling and marketing expense consists primarily of brand marketing, digital and
social media spend, field marketing, restructuring charges, compensation expense
(including stock-based compensation) and other employee-related costs for
personnel engaged in sales and marketing functions.

General and administrative expense



General and administrative expense consists primarily of compensation (including
stock-based compensation) and other employee-related costs for personnel engaged
in executive management, finance, legal, tax and human resources. General and
administrative expense also consists of transaction costs, impairment of
right-of-use assets, changes in fair value of contingent earn-out liability,
expenses associated with facilities, information technology, external
professional services, legal costs, settlement of legal claims, restructuring
charges and other administrative expenses.

Product development expense



Product development expense consists primarily of compensation (including
stock-based compensation) and other employee-related costs for personnel engaged
in the design, development, testing and enhancement of product offerings and
related technology, as well as restructuring charges.

Depreciation and amortization expense



Depreciation and amortization expense is primarily related to computer
equipment, leasehold improvements, furniture and fixtures, developed technology,
user base, white label contracts, trademarks and other definite-lived intangible
assets.

Interest income (expense)

Interest income (expense) consists of interest income received on related party
loans receivables and interest expense incurred in connection with our long-term
debt.

Other income (expense), net

Other income (expense), net consists of insurance reimbursement proceeds, impacts from foreign exchange transactions, tax receivable agreement liability remeasurement (benefit) expense, loss on debt extinguishment and fair value changes in derivatives and investments in equity securities.

Income tax benefit (provision)



Income tax benefit (provision) represents the income tax benefit or expense
associated with our operations based on the tax laws of the jurisdictions in
which we operate. These foreign jurisdictions have different statutory tax rates
than the United States. Our effective tax rates will vary depending on the
relative proportion of foreign to domestic income, changes in the valuation of
our deferred tax assets and liabilities, and changes in tax laws.

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Results of Operations

The following table sets forth our unaudited condensed consolidated statement of operations information for the periods presented:





                                                           (As Revised)                        (As Revised)
                                        Three Months       Three Months       Nine Months       Nine Months
                                           Ended              Ended              Ended             Ended
                                       September 30,      September 30,      September 30,     September 30,
(In thousands)                              2022               2021              2022              2021
Revenue                                $      232,639     $      199,147     $     661,875     $     553,865
Operating costs and expenses:
Cost of revenue                                64,581             55,265           181,702           151,597
Selling and marketing expense                  64,316             55,105           180,628           151,654
General and administrative expense             29,815             45,726           107,636           215,631
Product development expense                    25,828             24,231            73,479            84,197
Depreciation and amortization
expense                                        19,755             27,022            73,835            80,882
Total operating costs and expenses            204,295            207,349           617,280           683,961
Operating earnings (loss)                      28,344             (8,202 )          44,595          (130,096 )
Interest income (expense)                      (6,866 )           (5,676 )         (18,446 )         (18,861 )
Other income (expense), net                     6,545              3,773            24,729             7,489
Income (loss) before income taxes              28,023            (10,105 )          50,878          (141,468 )
Income tax benefit (provision)                 (1,618 )             (280 )          (5,756 )         437,122
Net earnings (loss)                            26,405            (10,385 )          45,122           295,654
Net earnings (loss) attributable to
noncontrolling interests                        8,342             (3,052 )          14,298           (26,603 )
Net earnings (loss) attributable to
Bumble Inc. shareholders / Buzz
Holdings L.P. owners                   $       18,063     $       (7,333 )   $      30,824     $     322,257




The following table sets forth our unaudited condensed consolidated statement of
operations information as a percentage of revenue for the periods presented:


                                                              (As Revised)                              (As Revised)
                                        Three Months          Three Months          Nine Months          Nine Months
                                      Ended September       Ended September       Ended September      Ended September
                                          30, 2022              30, 2021             30, 2022             30, 2021
Revenue                                          100.0 %               100.0 %              100.0 %              100.0 %
Operating costs and expenses:
Cost of revenue                                   27.8 %                27.8 %               27.5 %               27.4 %
Selling and marketing expense                     27.6 %                27.7 %               27.3 %               27.4 %
General and administrative expense                12.8 %                23.0 %               16.3 %               38.9 %
Product development expense                       11.1 %                12.2 %               11.1 %               15.2 %
Depreciation and amortization
expense                                            8.5 %                13.6 %               11.2 %               14.6 %
Total operating costs and expenses                87.8 %               104.1 %               93.3 %              123.5 %
Operating earnings (loss)                         12.2 %                (4.1 )%               6.7 %              (23.5 )%
Interest income (expense)                         (3.0 )%               (2.9 )%              (2.8 )%              (3.4 )%
Other income (expense), net                        2.8 %                 1.9 %                3.7 %                1.4 %
Income (loss) before income taxes                 12.0 %                (5.1 )%               7.7 %              (25.5 )%
Income tax benefit (provision)                    (0.7 )%               (0.1 )%              (0.9 )%              78.9 %
Net earnings (loss)                               11.4 %                (5.2 )%               6.8 %               53.4 %
Net earnings (loss) attributable to
noncontrolling interests                           3.6 %                (1.5 )%               2.2 %               (4.8 )%
Net earnings (loss) attributable to
Bumble Inc. shareholders / Buzz
Holdings L.P. owners                               7.8 %                (3.7 )%               4.7 %               58.2 %




                                       51

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The following table sets forth the stock-based compensation expense, net of forfeitures, included in operating costs and expenses:




                                          Three Months        Three Months  

Nine Months Nine Months


                                         Ended September     Ended September     Ended September     Ended September
(In thousands)                              30, 2022            30, 2021            30, 2022            30, 2021
Cost of revenue                          $           807     $           808     $         2,726     $         3,019
Selling and marketing expense                      3,779               2,545               4,547              10,186
General and administrative expense                23,080              11,287              45,627              49,155
Product development expense                        9,509               9,123              24,279              37,142

Total stock-based compensation expense $ 37,175 $ 23,763 $ 77,179 $ 99,502

Comparison of the Three and Nine Months Ended September 30, 2022 and 2021



Revenue


                                                            (As Revised)                        (As Revised)
                                         Three Months       Three Months       Nine Months       Nine Months
                                            Ended              Ended              Ended             Ended
                                        September 30,      September 30,      September 30,     September 30,
(In thousands)                               2022               2021              2022              2021
Bumble App                              $      180,641     $      141,216     $     503,482     $     379,176
Badoo App and Other                             51,998             57,931           158,393           174,689
Total Revenue                           $      232,639     $      199,147     $     661,875     $     553,865



Total Revenue for the three months ended September 30, 2022 increased by $33.5
million, or 16.8%, compared to the same period in 2021 primarily driven by
growth in Total Paying Users and, to a lesser extent, a slight increase in Total
Average Revenue per Paying User.

Bumble App Revenue for the three months ended September 30, 2022 increased by
$39.4 million, or 27.9%, compared to the same period in 2021 driven by a 36.2%
increase in Bumble App Paying Users to 2.1 million. The increase in Bumble App
Revenue was due to higher re-engagement rates in core markets and international
expansion partially offset by fluctuations in foreign currency exchange rates.

The decline of 6.1% in Bumble App Average Revenue per Paying Users was due to fluctuations in foreign currency exchange rates partially offset by pricing initiatives.

Badoo App and Other Revenue for the three months ended September 30, 2022,
decreased by $5.9 million, or 10.2%, compared to the same period in 2021. This
decrease was driven by a 9.8% decrease in Badoo App and Other Paying Users to
1.2 million due to the Company's decision to remove all of its apps from the
Apple App Store and Google Play Store in Russia and Belarus in March 2022 and
the continued impact of COVID and macroeconomic conditions. We expect the impact
of COVID and macroeconomic conditions to continue to have an adverse impact on
Badoo App and Other Paying Users in the fourth quarter of 2022.

The decline of 7.1% in Badoo App and Other Average Revenue per Paying Users to
$12.75 also contributed to the decrease in Badoo App and Other Revenue. The
decrease in Badoo App and Other Average Revenue per Paying Users was due to the
impact of the Ukraine conflict and fluctuations in foreign currency exchange
rates partially offset by pricing optimization.

In addition, other revenue of $6.0 million for the three months ended September
30, 2022, increased by $3.0 million, or 99.2% compared to the same period in
2021, primarily due to Fruitz.

Total Revenue for the nine months ended September 30, 2022 increased by $108.0
million, or 19.5%, compared to the same period in 2021 primarily driven by
growth in Total Paying Users and an increase in Total Average Revenue per Paying
User.

Bumble App Revenue for the nine months ended September 30, 2022 increased by
$124.3 million, or 32.8%, compared to the same period in 2021 driven by a 32.8%
increase in Bumble App Paying Users to 1.9 million. The increase in Bumble App
Revenue was due to higher re-engagement in core markets and international
expansion partially offset by fluctuations in foreign currency exchange rates.

                                       52
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Badoo App and Other Revenue for the nine months ended September 30, 2022,
decreased by $16.3 million, or 9.3%, compared to the same period in 2021. This
decrease was driven by a 16.7% decrease in Badoo App and Other Paying Users to
1.2 million due to the Company's decision to remove all of its apps from the
Apple App Store and Google Play Store in Russia and Belarus in March 2022 and
the continued impact of COVID and macroeconomic conditions. We expect the impact
of COVID and macroeconomic conditions to continue to have an adverse impact on
Badoo App and Other Paying Users in the fourth quarter of 2022.

The decline in Badoo App and Other Revenue for the nine months ended September
30, 2022 was partially offset by the increase of 1.4% in Badoo App and Other
Average Revenue per Paying Users to $13.26.

In addition, other revenue of $18.0 million for the nine months ended September
30, 2022, increased by $9.6 million, or 113.7% compared to the same period in
2021, primarily due to Fruitz.

Cost of revenue


                                                                                                  (As Revised)
                                                             (As Revised)        Nine Months       Nine Months
                                         Three Months        Three Months           Ended             Ended
                                       Ended September      Ended September     September 30,     September 30,
(In thousands, except percentages)         30, 2022            30, 2021             2022              2021
Cost of revenue                        $         64,581     $        55,265     $     181,702     $     151,597
Percentage of revenue                              27.8 %              27.8 %            27.5 %            27.4 %



Cost of revenue for the three months ended September 30, 2022 increased by $9.3
million, or 16.9%, as compared to the same period in 2021 driven primarily by
growth in in-app purchase fees due to increasing revenue. As a percentage of
revenue, cost of revenue was relatively flat, with an increase in fees due to
the adoption of Google Play billing in many of our markets partially offset by
the reduced Google Play service fees for subscriptions which has declined from
30% to 15%.

Cost of revenue for the nine months ended September 30, 2022 increased by $30.1
million, or 19.9%, as compared to the same period in 2021 driven by growth in
in-app purchase fees due to increasing revenue. As a percentage of revenue, cost
of revenue was relatively flat, with an increase in fees due to the adoption of
Google Play billing in many of our markets partially offset by the reduced
Google Play service fees for subscriptions which has declined from 30% to 15%.

We expect cost of revenue as a percentage of revenue to be negatively impacted by additional fees from the adoption of Google Play's billing system by approximately 2% over the remainder of fiscal 2022.

Selling and marketing expense




                                                                                Nine Months       Nine Months
                                        Three Months        Three Months           Ended             Ended
                                       Ended September     Ended September     September 30,     September 30,
(In thousands, except percentages)        30, 2022            30, 2021             2022              2021

Selling and marketing expense $ 64,316 $ 55,105

   $     180,628     $     151,654
Percentage of revenue                             27.6 %              27.7 %            27.3 %            27.4 %


Selling and marketing expense for the three months ended September 30, 2022
increased by $9.2 million, or 16.7%, as compared to the same period in 2021. The
change was primarily due to a $6.7 million increase in digital and social media
marketing costs and a $2.2 million increase in personnel-related expenses.

Selling and marketing expense for the nine months ended September 30, 2022
increased by $29.0 million, or 19.1%, as compared to the same period in 2021.
The change was primarily due to a $27.2 million increase in digital and social
media marketing costs and a

                                       53
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$6.5 million increase in personnel-related expenses, partially offset by a $5.6 million decrease in stock-based compensation due to forfeitures.

General and administrative expense




                                                                                 Nine Months       Nine Months
                                         Three Months        Three Months           Ended             Ended
                                       Ended September      Ended September     September 30,     September 30,
(In thousands, except percentages)         30, 2022            30, 2021             2022              2021

General and administrative expense $ 29,815 $ 45,726

$     107,636     $     215,631
Percentage of revenue                              12.8 %              23.0 %            16.3 %            38.9 %



General and administrative expense for the three months ended September 30, 2022
decreased by $15.9 million, or 34.8%, as compared to the same period in 2021.
The change is primarily driven by a decline of $32.2 million in the fair value
of the contingent earn-out liabilities, partially offset by a $11.8 million
increase in stock-based compensation primarily due to the incremental expense
associated with the modification of Exit-Vesting awards with certain performance
conditions to also provide for vesting with time-based service conditions, a
$2.9 million increase in personnel-related expenses and a $0.8 million increase
in professional fees.

General and administrative expense for the nine months ended September 30, 2022
decreased by $108.0 million, or 50.1%, as compared to the same period in 2021.
The change is primarily driven by a decline of $124.1 million in the fair value
of the contingent earn-out liabilities, a $6.6 million decrease in non-recurring
transaction costs and professional service fees incurred in relation to the IPO
in the three months ended March 2021 and a $3.5 million decrease in stock-based
compensation due to forfeitures. These decreases were partially offset by a
$15.1 million increase in personnel-related expenses, a $4.4 million
right-of-use asset impairment loss related to our Moscow office, a $3.7 million
increase in insurance expenses and a $3.3 million increase in other overhead
expenses.

Product development expense


                                         Three Months        Three Months         Nine Months         Nine Months
                                       Ended September      Ended September     Ended September     Ended September
(In thousands, except percentages)         30, 2022            30, 2021            30, 2022            30, 2021
Product development expense            $         25,828     $        24,231     $        73,479     $        84,197
Percentage of revenue                              11.1 %              12.2 %              11.1 %              15.2 %



Product development expense in the three months ended September 30, 2022
increased by $1.6 million, or 6.6%, as compared to the same period in 2021. The
change is primarily driven by a $1.3 million increase in personnel-related
expenses and a $0.4 million increase in stock-based compensation due to the
incremental expense associated with the modification of Exit-Vesting awards with
certain performance conditions to also provide for vesting with time-based
service conditions.

Product development expense in the nine months ended September 30, 2022
decreased by $10.7 million, or 12.7%, as compared to the same period in 2021,
primarily due to a $12.9 million decrease in stock-based compensation due to
forfeitures partially offset by a $1.9 million increase in personnel-related
expenses.

Depreciation and amortization expense




                                          Three Months        Three Months  

Nine Months Nine Months


                                        Ended September      Ended September     Ended September     Ended September
(In thousands, except percentages)          30, 2022            30, 2021            30, 2022            30, 2021
Depreciation and amortization expense   $         19,755     $        27,022     $        73,835     $        80,882
Percentage of revenue                                8.5 %              13.6 %              11.2 %              14.6 %



Depreciation and amortization expense for the three months ended September 30,
2022 decreased by $7.3 million, or 26.9%, as compared to the same period in
2021. For the nine months ended September 30, 2022, depreciation and
amortization expense decreased by $7.0 million, or 8.7%, as compared to the same
period in 2021. The decreases in depreciation and amortization expense for the
three-month and nine-month periods were primarily due to the full amortization
of the legacy Badoo user base in July 2022 and

                                       54
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the impairment of certain white label contracts in 2021. These decreases were
partially offset by increases in the amortization of intangibles acquired from
the Fruitz acquisition in January 2022.

Interest income (expense)




                                                                                                     (As Revised)
                                                             (As Revised)         Nine Months         Nine Months
                                        Three Months         Three Months            Ended               Ended
                                      Ended September       Ended September      September 30,       September 30,
(In thousands, except percentages)        30, 2022             30, 2021               2022               2021
Interest income (expense)             $         (6,866 )    $        (5,676 )    $      (18,446 )    $     (18,861 )
Percentage of revenue                             (3.0 )%              (2.9 )%             (2.8 )%            (3.4 )%


Interest expense for the three months ended September 30, 2022 increased by $1.2 million, or 21.0%, compared to the same period in 2021 and was due to an increase in interest rates on our outstanding debt under the credit agreements.



Interest expense for the nine months ended September 30, 2022 decreased by $0.4
million, or 2.2%, compared to the same period in 2021 as we repaid $200.0
million of debt in March 2021 partially offset by an increase in interest rates
on our outstanding debt under the credit agreements.

Other income (expense), net




                                                                                                      (As Revised)
                                        Three Months          Three Months         Nine Months         Nine Months
                                       Ended September      Ended September      Ended September     Ended September
(In thousands, except percentages)        30, 2022              30, 2021            30, 2022            30, 2021
Other income (expense), net           $           6,545     $          3,773     $        24,729     $         7,489
Percentage of revenue                               2.8 %                1.9 %               3.7 %               1.4 %


Other income (expense), net in the three months ended September 30, 2022 increased by $2.8 million, or 73.5%, compared to the same period in 2021, primarily due to a $4.7 million increase in net gain on interest rate swaps, partially offset by a $1.7 million decline in the tax receivable agreement liability and a $0.4 million decrease in net foreign exchange gains.



Other income (expense), net in the nine months ended September 30, 2022
increased by $17.2 million, or 230.2%, compared to the same period in 2021,
primarily due to a $15.6 million increase in net gain on interest rate swaps and
a $3.4 million loss on extinguishment of long-term debt recognized when we
repaid $200.0 million of debt in March 2021, partially offset by a $1.7 million
decline in the tax receivable agreement liability and a $0.3 million decrease in
fair value of investments in equity securities.

Income tax benefit (provision)




                                                                                                 (As Revised)
                                                           Three Months                           Nine Months
                                        Three Months          Ended            Nine Months           Ended
                                       Ended September      September        Ended September     September 30,
(In thousands, except percentages)        30, 2022           30, 2021           30, 2022             2021

Income tax benefit (provision) $ (1,618 ) $ (280 )

 $        (5,756 )   $     437,122
Effective tax rate                                 5.8 %           (2.8 )%              11.3 %           309.0 %




                                       55

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Income tax provision was $(1.6) million for the three months ended September 30,
2022, compared to $(0.3) million for the same period in 2021. Income tax
provision was $(5.8) million for the nine months ended September 30, 2022,
compared to a benefit of $437.1 million for the same period in 2021. The tax
benefit of $437.1 million recorded in the nine months ended September 30, 2021
includes a $441.5 million tax benefit related to the reversal of a net deferred
tax liability, which was due to the restructuring of our international
operations.

Non-GAAP Financial Measures



We report our financial results in accordance with GAAP, however, management
believes that certain non-GAAP financial measures provide users of our financial
information with useful supplemental information that enables a better
comparison of our performance across periods. We believe Adjusted EBITDA
provides visibility to the underlying continuing operating performance by
excluding the impact of certain expenses, including income tax (benefit)
provision, interest (income) expense, depreciation and amortization, stock-based
compensation expenses, employer costs related to stock-based compensation,
foreign exchange (gain) loss, changes in fair value of contingent earn-out
liability, interest rate swaps and investments in equity securities, transaction
and other costs, litigation costs net of insurance reimbursements that arise
outside of the ordinary course of business, tax receivable agreement liability
remeasurement (benefit) expense and impairment loss, as management does not
believe these expenses are representative of our core earnings. We also provide
Adjusted EBITDA margin, which is calculated as Adjusted EBITDA divided by
revenue. In addition to Adjusted EBITDA and Adjusted EBITDA margin, we believe
free cash flow and free cash flow conversion provide useful information
regarding how cash provided by (used in) operating activities compares to the
capital expenditures required to maintain and grow our business, and our
available liquidity, after funding such capital expenditures, to service our
debt, fund strategic initiatives and strengthen our balance sheet, as well as
our ability to convert our earnings to cash. Additionally, we believe such
metrics are widely used by investors, securities analysis, ratings agencies and
other parties in evaluating liquidity and debt-service capabilities. We
calculate free cash flow and free cash flow conversion using methodologies that
we believe can provide useful supplemental information to help investors better
understand underlying trends in our business.

Our non-GAAP financial measures may not be comparable to similarly titled
measures used by other companies, have limitations as analytical tools and
should not be considered in isolation, or as substitutes for analysis of our
operating results as reported under GAAP. Additionally, we do not consider our
non-GAAP financial measures as superior to, or a substitute for, the equivalent
measures calculated and presented in accordance with GAAP. Some of the
limitations are:

Adjusted EBITDA and Adjusted EBITDA margin exclude the recurring, non-cash expenses of depreciation and amortization of property and equipment and definite-lived intangible assets and, although these are non-cash expenses, the assets being depreciated and amortized may have to be replaced in the future;

Adjusted EBITDA and Adjusted EBITDA margin do not reflect changes in, or cash requirements for, our working capital needs;


Adjusted EBITDA and Adjusted EBITDA margin exclude stock-based compensation
expense and employer costs related to stock-based compensation, which has been,
and will continue to be for the foreseeable future, an important part of how we
attract and retain our employees and a significant recurring expense in our
business;


Adjusted EBITDA and Adjusted EBITDA margin do not reflect the interest (income)
expense or the cash requirements to service interest or principal payments on
our indebtedness, and free cash flow does not reflect the cash requirements to
service principal payments on our indebtedness;

Adjusted EBITDA and Adjusted EBITDA margin do not reflect income tax (benefit) provision we are required to make; and

Free cash flow and free cash flow conversion do not represent our residual cash flow available for discretionary purposes and does not reflect our future contractual commitments.



Adjusted EBITDA is not a liquidity measure and should not be considered as
discretionary cash available to us to reinvest in the growth of our business or
to distribute to stockholders or as a measure of cash that will be available to
us to meet our obligations.

To properly and prudently evaluate our business, we encourage you to review the
financial statements included elsewhere in this report, and not rely on a single
financial measure to evaluate our business. We also strongly urge you to review
the reconciliation of net earnings (loss) to Adjusted EBITDA, the computation of
Adjusted EBITDA margin as compared to net earnings (loss) margin which is net
earnings (loss) as a percentage of revenue, the reconciliation of net cash
provided by (used in) operating activities to free cash flow, and the
computation of free cash flow conversion as compared to operating cash flow
conversion, which is net cash provided by (used in) operating activities as a
percentage of net earnings (loss) in each case set forth below.

                                       56
--------------------------------------------------------------------------------


We define Adjusted EBITDA as net earnings (loss) excluding income tax (benefit)
provision, interest (income) expense, depreciation and amortization, stock-based
compensation expense, employer costs related to stock-based compensation,
foreign exchange (gain) loss, changes in fair value of contingent earn-out
liability, interest rate swaps and investments in equity securities, transaction
and other costs, litigation costs net of insurance reimbursements that arise
outside of the ordinary course of business and tax receivable agreement
liability remeasurement (benefit) expense. Adjusted EBITDA margin represents
Adjusted EBITDA as a percentage of revenue.

We define free cash flow as net cash provided by (used in) operating activities
less capital expenditures. Free cash flow conversion represents free cash flow
as a percentage of Adjusted EBITDA. Operating cash flow conversion represents
net cash provided by (used in) operating activities as a percentage of net
earnings (loss).

The following table reconciles our non-GAAP financial measures to the most comparable GAAP financial measures for the periods presented:



                                                              (As Revised)                         (As Revised)
                                            Three Months      Three Months        Nine Months       Nine Months
                                                Ended             Ended              Ended             Ended
                                            September 30,     September 30,      September 30,     September 30,
(In thousands, except percentages)              2022              2021               2022              2021
Net earnings (loss)                         $      26,405     $     (10,385 )    $      45,122     $     295,654
Add back:
Income tax (benefit) provision                      1,618               280              5,756          (437,122 )
Interest (income) expense                           6,866             5,676             18,446            18,861
Depreciation and amortization                      19,755            27,022             73,835            80,882
Stock-based compensation expense                   37,175            23,763             77,179            99,502
Employer costs related to stock-based
compensation (1)                                      431             2,438              1,628             2,438
Litigation costs, net of insurance
reimbursements (2)                                    249             2,019              4,089             3,794
Foreign exchange (gain) loss (3)                   (1,551 )          (2,011 )           (6,050 )          (6,042 )
Changes in fair value of interest rate
swaps(4)                                           (4,774 )             (46 )          (18,404 )          (2,789 )
Transaction and other costs(5)                      2,705             2,208              6,869            21,630
Changes in fair value of contingent
earn-out liability                                (27,004 )           5,221            (46,399 )          77,659
Changes in fair value of investments in
equity securities                                     (38 )             (14 )              (38 )            (333 )
Tax receivable agreement liability
remeasurement benefit (6)                               -            (1,687 )                -            (1,687 )
Impairment loss (7)                                     -                 -              4,388                 -
Adjusted EBITDA                             $      61,837     $      54,484      $     166,421     $     152,447
Net earnings (loss) margin(8)                        11.4 %            (5.2 )%             6.8 %            53.4 %
Adjusted EBITDA margin                               26.6 %            27.4 %             25.1 %            27.5 %

Net cash provided by (used in) operating
activities                                                                       $      81,769     $      20,257
Less:
Capital expenditures                                                                   (11,311 )          (9,388 )
Free cash flow                                                                   $      70,458     $      10,869
Operating cash flow conversion                                                           181.2 %             6.9 %
Free cash flow conversion                                                                 42.3 %             7.1 %




(1)

Represents employer portion of Social Security and Medicare payroll taxes domestically, National Insurance contributions in the United Kingdom and comparable costs internationally related to the settlement of equity awards.

(2)

Represents certain litigation costs and insurance proceeds associated with pending litigations or settlements of litigation.

(3)

Represents foreign exchange (gain) loss due to foreign currency transactions.

(4)

Represents fair value gain on interest rate swaps.

(5)


Represents transaction costs related to acquisitions and our offerings (IPO, the
Reorganization and the secondary offering) such as legal, accounting, advisory
fees and other related costs. Amount for the nine months ended September 30,
2021 also includes a loss on debt extinguishment related to the repayment of
$200.0 million under the Incremental Term Loan Facility. Amounts for 2022 also
include employee-related restructuring costs directly associated with our
decision to discontinue our operations in Russia including severance benefits,
relocation and advisory fees.

(6)

Represents changes in tax receivable agreement liability due to tax rate changes and unrelated to exchanges of Common Units for Class A shares.

(7)

Represents impairment loss of a right-of-use asset related to our Moscow office.


                                       57
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(8)

Net earnings margin for the nine months ended September 30, 2021 includes a $441.5 million tax benefit related to the reversal of a deferred tax liability due to a restructuring of the Company's international operations.

Liquidity and Capital Resources

Overview



The Company's principal sources of liquidity are our cash and cash equivalents
and cash generated from operations. Our primary uses of liquidity are operating
expenses and capital expenditures. As of September 30, 2022, we had $365.1
million of cash and cash equivalents, a decrease of $4.1 million from December
31, 2021 primarily due to the acquisition of Fruitz and the classification of
restricted cash for cash held in Russia.

In connection with our IPO, we used the proceeds (net of underwriting discounts)
from the issuance of 9.0 million shares of Class A common stock ($369.6 million)
in the IPO to purchase an equivalent number of newly issued Common Units from
Bumble Holdings, which Bumble Holdings used to repay outstanding indebtedness
under our Incremental Term Loan Facility totaling $200.0 million in aggregate
principal amount and allocated $169.9 million to be used for general corporate
purposes, to bear all of the expenses of the IPO and we expect that our future
principal uses of cash will also include funding our debt obligations and paying
income taxes and obligations under our tax receivable agreement. Based on
current conditions, we believe that we have sufficient financial resources to
fund our activities and execute our business plans during the next twelve
months.

Cash Flow Information

The following table summarizes our unaudited condensed consolidated cash flow information for the periods presented:




                                                                              (As Revised)
                                                         Nine Months          Nine Months
                                                       Ended September      Ended September
(In thousands)                                             30, 2022             30, 2021
Net cash provided by (used in):
Operating activities                                   $         81,769     $         20,257
Investing activities                                            (81,031 )             (9,357 )
Financing activities                                            (11,665 )            152,924




Operating activities

Net cash provided by operating activities was $81.8 million for the nine months
ended September 30, 2022, and $20.3 million for the nine months ended September
30, 2021. This includes adjustments to net earnings (loss) for the nine months
ended September 30, 2022 and September 30, 2021 related to: deferred income tax
of $(6.5) million and $(443.1) million, respectively; change in fair value of
deferred contingent consideration of $(46.4) million and $77.7 million,
respectively; stock-based compensation of $77.2 million and $99.5 million,
respectively; and depreciation and amortization of $73.8 million and $80.9
million, respectively.

The changes in assets and liabilities for the nine months ended September 30,
2022 and 2021 consist primarily of: changes in legal liabilities of $(7.1)
million and $(45.6) million, respectively; and changes in accounts receivables
of $(5.2) million and $(5.0) million, respectively, driven by timing of cash
receipts.

Investing activities

Net cash used in investing activities was $81.0 million and $9.4 million for the
nine months ended September 30, 2022 and 2021, respectively. The change was
primarily due to the acquisition of Fruitz (net of cash acquired) of $69.7
million in the nine months ended September 30, 2022. In addition, the Company
had capital expenditures of $(11.3) million and $(9.4) million in the nine
months ended September 30, 2022 and 2021, respectively.

Financing activities



Net cash provided by (used in) financing activities was $(11.7) million and
$152.9 million in the nine months ended September 30, 2022 and 2021,
respectively. In the nine months ended September 30, 2022, the Company used
$(7.4) million for shares withheld to satisfy employee tax withholding
requirements upon vesting of restricted stock units, and $(4.3) million to repay
a portion of the outstanding indebtedness under our Original Term Loan. In the
nine months ended September 30, 2021, the Company received net proceeds of
$2,361.2 million after deducting underwriting discounts and commissions, of
which $1,991.6 million was used to redeem shares of Class A common stock and
purchase Common Units from our Sponsor, $(205.0) million was used to repay a
portion of the outstanding indebtedness under our Incremental Term Loan Facility
and $(9.3) million was used for shares withheld to satisfy employee tax
withholding requirements upon vesting of restricted stock units.

Indebtedness


                                       58
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Senior Secured Credit Facilities



In connection with the Sponsor Acquisition, in January 2020, we entered into the
Initial Term Loan Facility in an original aggregate principal amount of $575.0
million and the Revolving Credit Facility in an aggregate principal amount of up
to $50.0 million. In connection with the Distribution Financing Transaction, in
October 2020, we entered into the Incremental Term Loan Facility (the
"Incremental Term Loan Facility") in an original aggregate principal amount of
$275.0 million. The Incremental Term Loan provides for additional senior secured
term loans with substantially identical terms as the Initial Term Loan Facility
(other than the applicable margin). A portion of the net proceeds from the
initial public offering was used to repay $200.0 million aggregate principal
amount of our outstanding indebtedness under our Term Loan Facility in the three
months ended March 31, 2021. The borrower under the Senior Secured Credit
Facilities is a wholly owned subsidiary of Bumble Holdings, Buzz Finco L.L.C.
(the "Borrower"). The Senior Secured Credit Facilities contain affirmative and
negative covenants and customary events of default.


Borrowings under the Senior Secured Credit Facilities bear interest at a rate
equal to, at the Borrower's option, either (i) LIBOR for the relevant interest
period, adjusted for statutory reserve requirements (subject to a floor of 0.0%
on the Initial Term Loan and 0.50% on the Incremental Term Loan), plus an
applicable margin or (ii) a base rate equal to the highest of (a) the rate of
interest in effect as last quoted by the Wall Street Journal as the "Prime Rate"
in the United States, (b) the federal funds effective rate plus 0.50% and (c)
adjusted LIBOR for an interest period of one month plus 1.00% (subject to a
floor of 0.00% per annum), in each case, plus an applicable margin. The
applicable margin for loans under the Revolving Credit Facility is subject to
adjustment based upon the consolidated first lien net leverage ratio of the
Borrower and its restricted subsidiaries and is subject to reduction after the
consummation of our initial public offering.


In addition to paying interest on the outstanding principal under the Senior
Secured Credit Facilities, the Borrower is required to pay a commitment fee of
0.50% per annum (which is subject to a decrease to 0.375% per annum based upon
the consolidated first lien net leverage ratio of the Borrower and its
restricted subsidiaries) to the lenders under the Revolving Credit Facility in
respect of the unutilized commitments thereunder. The Borrower must also pay
customary letter of credit fees and an annual administrative agency fee.


The Initial Term Loan Facility amortizes in equal quarterly installments in
aggregate annual amounts equal to 1.00% of the principal amount of the Initial
Term Loan Facility outstanding as of the date of the closing of the Initial 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.


Tax Receivable Agreement




In connection with the IPO, in February 2021, 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 initial public offering and other tax
benefits related to entering into the tax receivable agreement.


We estimate the amount of existing tax basis with respect to which our pre-IPO
owners will be entitled to receive payments under the tax receivable agreement
(assuming all Pre-IPO Common Unitholders exchanged their Common Units for shares
of Class A common stock on the date of the initial public offering, and assuming
all vested Incentive Units were converted to Common Units and subsequently
exchanged for shares of Class A common stock at the initial public offering
price of $43.00 per share of Class A common stock) is approximately $2,603.7
million, which includes the Company's allocable share of existing tax basis
acquired in this IPO, which we have determined to be approximately $1,728.1
million. In determining the Company's allocable share of existing tax basis
acquired in the IPO, we have given retrospective effect to certain exchanges of
Common Units for Class A shares that occurred following the IPO that were
contemplated to have occurred pursuant to the Blocker Restructuring. The
payments under the tax receivable agreement are not conditioned upon continued
ownership of the Company by the pre-IPO owners.

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Contractual Obligations and Contingencies



The following table summarizes our contractual obligations as of September 30,
2022:

                                          Payments due by period
                    Less than       1 to 3       3 to 5        More than
(In thousands)       1 year         years         years         5 years         Total
Long-term debt     $     5,750     $ 11,500     $ 617,000     $         -     $ 634,250
Operating leases         5,561        8,444         8,804           4,521        27,330
Other                    7,889        5,340             -               -        13,229
Total              $    19,200     $ 25,284     $ 625,804     $     4,521     $ 674,809


The payments that we may be required to make under the tax receivable agreement
to the pre-IPO owners may be significant and are not reflected in the
contractual obligations table set forth above as they are dependent upon future
taxable income. Assuming no material changes in the relevant tax law, and that
we earn sufficient taxable income to realize all tax benefits that are subject
to the tax receivable agreement, we expect future payments under the tax
receivable agreement related to the Offering Transactions to aggregate to $660.3
million and to range over the next 15 years from approximately $10.9 million to
$58.5 million per year and decline thereafter. In determining these estimated
future payments, we have given retrospective effect to certain exchanges of
Common Units for Class A shares that occurred after the IPO but were
contemplated to have occurred pursuant to the Blocker Restructuring. The
foregoing numbers are merely estimates, and the actual payments could differ
materially. See "- Tax Receivable Agreement."

In connection with the Sponsor Acquisition in January 2020, we entered into a
contingent consideration arrangement, consisting of an earn-out payment to the
former shareholders of Worldwide Vision Limited of up to $150 million. In
addition, we entered into a contingent consideration arrangement for an earn-out
payment of up to $10 million in connection with our January 2022 acquisition of
Fruitz. The timing and amount of such payments, that we may be required to make,
is not reflected in the contractual obligations table set forth above as the
payment to the former shareholders of Worldwide Vision Limited is dependent upon
the achievement of a specified return on invested capital by our Sponsor and our
payment to Fruitz is dependent upon the achievement of certain net revenue
targets. See Note 6, Business Combination, for additional information on the
Fruitz acquisition.

In September 2022, the Company entered into an agreement for third-party cloud
services. The Company is committed to pay a minimum of $7.1 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 $7.1 million in spend, they will be required to
pay for the difference between the sum of fees already incurred and the minimum
commitment.

In October 2022, the Company entered into a lease termination agreement for its
Moscow office. The reduction in future lease payments is not reflected in the
table above.

Critical Accounting Policies and Estimates



We have discussed the estimates and assumptions that we believe are critical
because they involve a higher degree of judgment in their application and are
based on information that is inherently uncertain in our Annual Report on Form
10-K for the year ended December 31, 2021. There have been no significant
changes to these accounting policies and estimates for the nine months ended
September 30, 2022, except as described below.

Restructuring charges, associated with office closure or exiting a market,
consist primarily of severance, relocation, right-of-use 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. See Note 9, Restructuring, for
additional information.

Related Party Transactions

For discussions of related party transactions, see Note 16, Related Party Transactions, to the condensed consolidated financial statements included in "Item 1 - Financial Statements (Unaudited)".

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