Biggest changeResults of Operations The following table sets forth our consolidated statements of operations for the years ended December 31, 2023 and 2022 and the dollar and percentage change between the two periods: For the year ended December 31, 2023 2022 Variance ($) Variance (%) Revenues $ 80,963,451 $ 39,384,284 $ 41,579,167 106 % Expenses Cost of services (content, hosting and other) $ 146,156,734 $ 43,745,518 $ 102,411,216 234 % General and administrative 37,125,296 16,086,254 21,039,042 131 % Research and development 15,721,663 6,342,851 9,378,812 148 % Sales and marketing 13,427,021 6,137,860 7,289,161 119 % Acquisition-related transaction costs 1,151,318 1,116,056 35,262 3 % Amortization and depreciation 4,850,812 1,556,056 3,294,756 212 % Changes in fair value of contingent consideration (1,922,381 ) - (1,922,381 ) *NM Total expenses 216,510,463 74,984,595 141,525,868 189 % Loss from operations (135,547,012 ) (35,600,311 ) (99,946,701 ) 281 % Interest income 13,594,463 3,019,456 10,575,007 350 % Other income (expense) (125,511 ) (49,067 ) (76,444 ) 156 % Change in fair value of warrant liability 2,365,895 21,010,500 (18,644,605 ) (89 )% Loss before income taxes (119,712,165 ) (11,619,422 ) (108,092,743 ) 930 % Income tax recovery - 215,428 (215,428 ) (100 )% Deferred tax recovery 3,291,703 - 3,291,703 *NM Net loss $ (116,420,462 ) $ (11,403,994 ) $ (105,016,468 ) 921 % *NM- Percentage change not meaningful. 41 Revenues Revenues increased by $41.6 million to $81.0 million in the year ended December 31, 2023 compared to the year ended December 31, 2022, of which $28.9 million is attributable to higher advertising revenue and $12.7 million is attributable to higher revenue from other services and cloud.
Biggest changeResults of Operations The following table sets forth our consolidated statements of operations for the years ended December 31, 2024 and 2023 and the dollar and percentage change between the two periods: For the year ended December 31, 2024 2023 Variance ($) Variance (%) Revenues $ 95,488,190 $ 80,963,451 $ 14,524,739 18 % Expenses Cost of services (content, hosting and other) $ 138,472,266 $ 146,156,734 $ (7,684,468 ) (5 )% General and administrative 36,646,307 37,125,296 (478,989 ) (1 )% Research and development 18,923,319 15,721,663 3,201,656 20 % Sales and marketing 17,330,925 13,427,021 3,903,904 29 % Acquisition-related transaction costs - 1,151,318 (1,151,318 ) (100 )% Amortization and depreciation 13,614,587 4,850,812 8,763,775 181 % Changes in fair value of contingent consideration 1,354,357 (1,922,381 ) 3,276,738 (170 )% Total expenses 226,341,761 216,510,463 9,831,298 5 % Loss from operations (130,853,571 ) (135,547,012 ) 4,693,441 (3 )% Interest income 8,083,903 13,594,463 (5,510,560 ) (41 )% Other expense (207,431 ) (125,511 ) (81,920 ) 65 % Change in fair value of warrant liability (32,694,697 ) 2,365,895 (35,060,592 ) (1,482 )% Change in fair value of derivative (184,699,998 ) - (184,699,998 ) *NM Loss before income taxes (340,371,794 ) (119,712,165 ) (220,659,629 ) 184 % Income tax benefit 2,009,015 3,291,703 (1,282,688 ) (39 )% Net loss $ (338,362,779 ) $ (116,420,462 ) $ (221,942,317 ) 191 % * NM- Percentage change not meaningful. 45 Revenues Revenues increased by $14.5 million to $95.5 million in the year ended December 31, 2024 compared to the year ended December 31, 2023, of which $10.3 million was attributable to an increase in Audience Monetization revenues and $4.2 million was attributable to higher Other Initiatives.
The contingent consideration liability arose in connection with the Callin acquisition and the fair value of this contingent consideration was measured using the fair value of the expected number of shares to be issued and Company’s share price at closing.
The contingent consideration liability arose in connection with the Callin acquisition and the fair value of this contingent consideration was measured using the fair value of the expected number of shares to be issued and the Company’s share price at closing.
As a public company, we expect to continue to incur material costs related to compliance with applicable laws and regulations, including audit and accounting fees, legal, insurance, investor relations and other costs. 36 Research and Development Expenses Research and development expenses consist primarily of payroll and related expenses, which include bonuses and share-based compensation for our employees on our engineering and development teams.
As a public company, we expect to continue to incur material costs related to compliance with applicable laws and regulations, including audit and accounting fees, legal, insurance, investor relations and other costs. 41 Research and Development Expenses Research and development expenses consist primarily of payroll and related expenses, which include bonuses and share-based compensation for our employees on our engineering and development teams.
Management’s Discussion and Analysis of Financial Condition and Results of Operations The following “Management’s Discussion and Analysis of Financial Condition and Results of Operations” should be read in conjunction with the “Business” section and Rumble Inc.’s (“Rumble” or the “Company”) consolidated financial statements as of and for the years ended December 31, 2023 and 2022 (“consolidated financial statements”) and other information included elsewhere in this Annual Report.
Management’s Discussion and Analysis of Financial Condition and Results of Operations The following “Management’s Discussion and Analysis of Financial Condition and Results of Operations” should be read in conjunction with the “Business” section and Rumble Inc.’s (“Rumble” or the “Company”) consolidated financial statements as of and for the years ended December 31, 2024 and 2023 (“consolidated financial statements”) and other information included elsewhere in this Annual Report.
Universal Analytics, https://support.google.com/analytics/answer/11986666#zippy=%2Cin-this-article (last accessed Mar. 15, 2024) [hereinafter: “Google, Comparing Metrics.”] (providing the technical criteria Google uses to calculate active users). 2 Id . 3 Id . 4 During the measurement period, Rumble was available on the following connected TV systems: Roku, Android TV, Amazon Fire, LG, and Samsung TVs. 5 Google provides additional information on its definition of an “active user,” see Google, Comparing Metrics. 6 According to the GA4 dashboard, “[a]s of August 26, 2023, Analytics is estimating data that’s missing due to factors such as cookie consent.” 38 As with our earlier MAU reporting, there is a potential for minor overlap in the resulting data due to users who access Rumble’s content through the web, our mobile apps, and connected TVs in a given measurement period; however, given that we believe this minor overlap to be immaterial, we do not separately track or report “unique users” as distinct from MAUs.
Universal Analytics, https://support.google.com/analytics/answer/11986666#zippy=%2Cin-this-article (last accessed Mar. 12, 2025) [hereinafter: “Google, Comparing Metrics.”] (providing the technical criteria Google uses to calculate active users). 2 Id . 3 Id . 4 During the measurement period, Rumble was available on the following connected TV systems: Roku, Android TV, Amazon Fire, LG, and Samsung TVs. 5 Google provides additional information on its definition of an “active user,” see Google, Comparing Metrics. 6 According to the GA4 dashboard, “[a]s of August 26, 2023, Analytics is estimating data that’s missing due to factors such as cookie consent.” 43 As with our earlier MAU reporting, there is a potential for minor overlap in the resulting data due to users who access Rumble’s content through the web, our mobile apps, and connected TVs in a given measurement period; however, given that we believe this minor overlap to be immaterial, we do not separately track or report “unique users” as distinct from MAUs.
Due to the degree of judgment involved in our estimation techniques, our estimate may result in significant difference in the estimation of fair value. 45 Share-based Compensation The Company issues equity awards such as stock options and restricted stock units to certain of its employees, directors, officers and consultants.
Due to the degree of judgment involved in our estimation techniques, our estimate may result in a significant difference in the estimation of fair value. Share-based Compensation The Company issues equity awards such as stock options and restricted stock units to certain of its employees, directors, officers and consultants.
New Accounting Pronouncements See Note 2, Summary of Significant Accounting Policies, to our consolidated financial statements for the years ended December 31, 2023 and 2022. JOBS Act Accounting Election We are an emerging growth company, as defined in the JOBS Act.
New Accounting Pronouncements See Note 2, Summary of Significant Accounting Policies, to our consolidated financial statements for the years ended December 31, 2024 and 2023. JOBS Act Accounting Election We are an emerging growth company, as defined in the JOBS Act.
Other Income (Expense) Other income (expense) consists of miscellaneous income earned outside of normal company revenue as well as foreign exchange gains and losses relates to gains and losses on transactions denominated in currencies other than the U.S. dollar.
Other Expense Other expense consists of miscellaneous income earned outside of normal company revenue as well as foreign exchange gains and losses related to gains and losses on transactions denominated in currencies other than the U.S. dollar.
We expect to continue to invest substantial resources to support our growth and anticipate that each of the following categories of expenses will increase in absolute dollar amounts for the foreseeable future. Cost of Services Cost of services consists of costs related to obtaining, supporting and hosting the Company’s product offerings.
We expect to continue to invest substantial resources to support our growth and anticipate that each of the following categories of expenses will increase in absolute dollar amounts for the foreseeable future. Cost of Services (Exclusive of Amortization and Depreciation) Cost of services consists of costs related to obtaining, supporting and hosting the Company’s product offerings.
Expenses Expenses primarily include cost of services, general and administrative, research and development, sales and marketing, acquisition-related transaction costs, amortization and depreciation, and changes in fair value of contingent consideration. The most significant component of our expenses on an ongoing basis are programming and content, service provider costs, and staffing-related costs.
Expenses Expenses primarily include cost of services, general and administrative, research and development, sales and marketing, acquisition-related transaction costs, amortization and depreciation, and changes in fair value of contingent consideration. The most significant component of our expenses on an ongoing basis are programming and content.
Acquisition-related Transaction Costs Acquisition-related transaction costs consist of transaction expenses related to the Business Combination and other acquisitions. Amortization and Depreciation Amortization and depreciation represent the recognition of costs of assets used in operations, including property and equipment and intangible assets, over their estimated service lives.
Acquisition-Related Transaction Costs Acquisition-related transaction costs consist of transaction expenses related to acquisitions. Amortization and Depreciation Amortization and depreciation represent the recognition of costs of assets used in operations, including property and equipment and intangible assets, over their estimated service lives.
In certain circumstances, we incur additional costs related to incentivizing top content creators to promote and join our platform; and ● Other cost of services such as third-party service provider costs, including data center and networking, and costs paid to publishers.
In certain circumstances, we incur additional costs related to incentivizing top content creators to promote and join our platform; and ● Other cost of services such as third-party service provider costs, including data center and networking, as well as payment processing fees and costs paid to publishers.
Like many other major social media companies, we rely on significant paid advertising in order to attract users to our platform; however, we cannot be certain that all or substantially all activity that results from such advertising is genuine.
Like many other major online platforms, we rely on significant paid advertising in order to attract users to our platform; however, we cannot be certain that all or substantially all activity that results from such advertising is genuine.
Our reported MAUs do not include users of Locals. We also do not separately report the number of users who register for accounts in any given period, which is different from MAUs.
We also do not separately report the number of users who register for accounts in any given period, which is different from MAUs.
We will not, however, succeed in identifying and removing all spam. MAUs (GA4) were 67 million on average in the fourth quarter of 2023, an increase of 16% from the third quarter of 2023.
We will not, however, succeed in identifying and removing all spam. MAUs (GA4) were 68 million on average in the fourth quarter of 2024, an increase of 1% from the third quarter of 2024.
The primary short-term requirements for liquidity and capital are to fund general working capital and capital expenditures. 43 As of December 31, 2023, our cash, cash equivalents, and marketable securities balance was $219.5 million. Cash, cash equivalents, and marketable securities consist of cash on deposit with banks and amounts held in money market funds, treasury bills, and term deposits.
The primary short-term requirements for liquidity and capital are to fund general working capital and capital expenditures. 47 As of December 31, 2024, our cash and cash equivalents balance was $114.0 million. Cash and cash equivalents consist of cash on deposit with banks and amounts held in money market funds, treasury bills, and term deposits.
Customers pay for advertisements either directly or through relationships with advertising agencies or resellers, based on the number of impressions delivered or the number of actions such as clicks, or purchases taken, by our users.
Digital video and display advertisements are placed on Rumble websites or mobile applications. Customers pay for advertisements either directly or through relationships with advertising agencies or resellers, based on the number of impressions delivered or the number of actions, such as clicks, or purchases taken, by our users.
Our shares of Class A common stock and warrants are traded on The Nasdaq Global Market (“Nasdaq”) under the symbols “RUM” and “RUMBW”, respectively. Significant Events and Transactions On December 1, 2021, CF Acquisition Corp.
Our shares of Class A common stock and warrants are traded on The Nasdaq Global Market (“Nasdaq”) under the symbols “RUM” and “RUMBW”, respectively.
The warrant liability arose in connection with the warrants offered as part of the Business Combination. As these warrants meet the classification of a financial liability in accordance with ASC 815-40, the related warrant liability is measured at its fair value, determined in accordance with ASC 820, at each reporting period.
As these warrants meet the classification of a financial liability in accordance with ASC 815-40, the related warrant liability is measured at its fair value, determined in accordance with ASC 820, at each reporting period. The fair value of this warrant liability was measured using the fair value of the Company’s warrants listed on the Nasdaq.
Valuation of Intangible Assets The Company acquired intangible assets in connection with acquisitions of Callin and North River. A valuation was performed to determine the estimated fair value of identifiable intangible assets related to the acquisition. Judgment is required to estimate the fair value of these identifiable intangible assets.
A valuation was performed to determine the estimated fair value of identifiable intangible assets related to the acquisition. Judgment is required to estimate the fair value of these identifiable intangible assets.
We provided additional information about this issue in a current report on Form 8-K, filed with the SEC on January 16, 2024. 40 We regularly review, have adjusted in the past, and may in the future adjust our processes for calculating our key business metrics to improve their accuracy, including through the application of new data or technologies or product changes that may allow us to identify previously undetected spam activity.
We regularly review, have adjusted in the past, and may in the future adjust our processes for calculating our key business metrics to improve their accuracy, including through the application of new data or technologies or product changes that may allow us to identify previously undetected spam activity.
The increase in net cash used in operating activities during the year ended December 31, 2023 compared to the year ended December 31, 2022 was mostly due to an increase in expenses partially offset by changes in revenue and operating assets and liabilities.
The decrease in net cash used in operating activities during the year ended December 31, 2024 compared to the year ended December 31, 2023 was mostly due to changes in net loss adjusted for certain non-cash items, offset by changes in operating assets and liabilities.
Sales and Marketing Expenses Sales and marketing expenses increased by $7.3 million to $13.4 million in the year ended December 31, 2023 compared to the year ended December 31, 2022. The increase was due to a $2.6 million increase in staffing-related and consulting service costs as well as a $4.7 million increase in other marketing and public relations activities.
Sales and Marketing Expenses Sales and marketing expenses increased by $3.9 million to $17.3 million in the year ended December 31, 2024 compared to the year ended December 31, 2023. The increase was due to an increase of $2.7 million in payroll and related expenses, $0.4 million in consulting services, and $0.8 million in other marketing and public relations activities.
Estimated Minutes Watched Per Month (“MWPM”) We use estimated MWPM as a measure of audience engagement to help us understand the volume of users engaged with our content on a monthly basis and the intensity of users’ engagement with the platform.
Monthly Active Users (“MAUs”) We use MAUs as a measure of audience engagement to help us understand the volume of users engaged with our content on a monthly basis.
We believe the following key accounting policies require significant judgments and estimates used in the preparation of our consolidated financial. Accordingly, we believe that these are the most critical to aid in fully understanding and evaluating our financial condition and results of operations.
Accordingly, we believe that these are the most critical to aid in fully understanding and evaluating our financial condition and results of operations. For further information on the summary of significant accounting policies and the effect on our consolidated financial statements, see Note 2, Summary of Significant Accounting Policies, to the consolidated financial statements.
Acquisition-related transaction costs Acquisition-related transaction costs increased by $35.3 thousand to $1.2 million in the year ended December 31, 2023 compared to the year ended December 31, 2022. Acquisition-related transaction costs for the year ended December 31, 2023 consisted of $1.2 million related to the Callin and North River acquisitions in 2023.
Acquisition-Related Transaction Costs Acquisition-related transaction costs decreased by $1.2 million to $nil in the year ended December 31, 2024 compared to the year ended December 31, 2023. Acquisition-related transaction costs for the year ended December 31, 2023 consisted of transaction costs incurred related to acquisitions completed in 2023.
The following table presents a summary of the consolidated statement of cash flows for the years ended December 31, 2023 and 2022: Year ended December 31, Net cash provided by (used in): 2023 2022 Variance ($) Operating activities $ (92,911,313 ) $ (32,285,957 ) $ (60,625,356 ) Investing activities (23,771,314 ) (10,139,167 ) (13,632,147 ) Financing activities (2,147,994 ) 332,792,493 (334,940,487 ) Operating Activities Net cash used in operating activities for the year ended December 31, 2023 primarily consisted of net loss adjusted for certain non-cash items, including a $4.3 million gain on the change in fair value of warrants and contingent consideration, offset by a $16.3 million change in share-based compensation, $5.6 million change in amortization and depreciation as well as changes in operating assets and liabilities.
The following table presents a summary of the consolidated statement of cash flows for the years ended December 31, 2024 and 2023: Year ended December 31, Net cash provided by (used in): 2024 2023 Variance ($) Operating activities $ (87,010,475 ) $ (92,911,313 ) $ 5,900,838 Investing activities (15,644,135 ) (23,771,314 ) 8,127,179 Financing activities (1,665,148 ) (2,147,994 ) 482,846 Operating Activities Net cash used in operating activities for the year ended December 31, 2024 primarily consisted of net loss adjusted for certain non-cash items, including a $218.7 million loss on the change in fair value of warrants, contingent consideration and derivative, $21.5 million change in share-based compensation, $13.6 million change in amortization and depreciation, $1.0 million changes in non-cash lease expenses, as well as changes in operating assets and liabilities.
The increase was due to an increase of $2.2 million from depreciation on our property and equipment as we continue to build out our infrastructure as well as an increase in amortization from intangible assets of $1.1 million.
The increase was due to an increase of $2.0 million from depreciation on our property and equipment as we continue to build out our infrastructure, as well as an increase in amortization from intangible assets of $6.8 million. 46 Change in Fair Value of Contingent Consideration Change in fair value of contingent consideration increased by $3.3 million to $1.4 million in the year ended December 31, 2024 compared to the year ended December 31, 2023.
If so, the transaction is accounted for as an asset acquisition. If not, the Company applies its judgment to determine whether the acquired net assets meets the definition of a business by considering if the set includes an acquired input, process, and the ability to create outputs.
If not, the Company applies its judgment to determine whether the acquired net assets meet the definition of a business by considering if the set includes an acquired input, process, and the ability to create outputs. 50 Valuation of Intangible Assets The Company acquired intangible assets in connection with the acquisitions of Callin and North River.
The gain from the change in fair value of contingent consideration can be directly attributable to changes in the Company’s share price since the closing. Interest Income Interest income increased by $10.6 million to $13.6 million in the year ended December 31, 2023 compared to the year ended December 31, 2022.
The change in fair value of contingent consideration was directly attributable to changes in the Company’s share price since the closing and the probability of contingencies being met. Interest Income Interest income decreased by $5.5 million to $8.1 million in the year ended December 31, 2024 compared to the year ended December 31, 2023.
Financing Activities Net cash used in financing activities for the year ended December 31, 2023 mainly consisted of $2.1 million in taxes paid from net share settlement of share-based compensation.
Financing Activities Net cash used in financing activities for the year ended December 31, 2024 consisted of $2.0 million in taxes paid from the net share settlement of share-based compensation and $0.4 million in share issuance costs, offset by $0.7 million from proceeds related to stock options exercised.
Investing Activities Net cash used in investing activities for the year ended December 31, 2023 consisted of $24.8 million in purchases of property, equipment, and intangible assets, offset by $1.0 million in cash acquired in connection with the Callin acquisition.
Investing Activities Net cash used in investing activities for the year ended December 31, 2024 consisted of $7.2 million in purchases of property, equipment, and intangible assets, $9.6 million in cash paid in connection with the acquisitions of Callin and North River, and $1.1 million in the sale of marketable securities.
The increase was due to an increase in programming and content costs of $98.9 million, hosting expenses of $2.7 million, and other service costs of $0.8 million. General and Administrative Expenses General and administrative expenses increased by $21.0 million to $37.1 million in the year ended December 31, 2023 compared to the year ended December 31, 2022.
Research and Development Expenses Research and development expenses increased by $3.2 million to $18.9 million in the year ended December 31, 2024 compared to the year ended December 31, 2023. The increase was due to an increase of $2.7 million in payroll and related expenses, and an increase of $0.5 million in other expenses .
As we have consistently stated, we intend to use a substantial portion of funds that we have raised to acquire content by providing economic incentives to a small number of content creators, including sports leagues.
As we have consistently stated, we are using a substantial portion of funds to acquire content by providing economic incentives to a small number of content creators, including sports leagues. As of December 31, 2024, we had entered into programming and content agreements with a minimum contractual cash commitment of $30 million.
Research and Development Expenses Research and development expenses increased by $9.4 million to $15.7 million in the year ended December 31, 2023 compared to the year ended December 31, 2022.
Amortization and Depreciation Amortization and depreciation increased by $8.8 million to $13.6 million in the year ended December 31, 2024 compared to the year ended December 31, 2023.
As of December 31, 2023, we had entered into programming and content agreements with a minimum contractual cash commitment of $106 million. A significant amount of these minimum contractual cash commitments will be paid over 12 to 36 months, commencing in 2024.
A significant amount of these minimum contractual cash commitments will be paid over 12 to 24 months, commencing in 2025.
The increase in net cash used in investing activities during the year ended December 31, 2023 compared to the year ended December 31, 2022, was mostly due to an increase in purchases of property, equipment, and intangible assets, which includes assets acquired from North River of $7.2 million, offset by cash acquired in connection with the Callin acquisition.
The decrease in net cash used in investing activities during the year ended December 31, 2024 compared to the year ended December 31, 2023 was mainly driven by decreases in purchases of property and equipment and marketable securities, which were partially offset by a rise in spending on intangible assets.
As these warrants meet the definition of a liability under ASC 815, they are measured at fair value at inception and at each reporting date in accordance with the guidance in ASC 820, with any subsequent changes in fair value recognized in the consolidated statement of operations in the applicable period of change. 37 Income and Deferred Tax Recovery (Expense) Income and deferred tax recovery (expense) consists of the estimated federal, state, and foreign income taxes incurred in the U.S. and other jurisdictions in which we operate.
Because the derivative meets the definition of a liability under ASC 815, Derivatives and Hedging (“ASC 815”), it is measured at fair value at inception and at each reporting date in accordance with the guidance in ASC 820, Fair Value Measurement (“ASC 820”), with any subsequent changes in fair value recognized in the consolidated statement of operations in the applicable period of change.
The fair value of this warrant liability was measured using the fair value of the Company’s warrants listed on the Nasdaq. The decrease in the change in fair value of warrant liability is directly attributable to changes in the trading price of Rumble’s warrants.
The decrease in the change in fair value of warrant liability was directly attributable to changes in the trading price of Rumble’s warrants. Change in Fair Value of Derivative Change in fair value of derivative decreased by $184.7 million resulting in a loss of $184.7 million in the year ended December 31, 2024.
Other services include: subscription fees earned primarily from consumer product offerings such as Locals and badges; revenues generated from content that is licensed by third-parties; pay-per-view; fees from tipping and platform hosting fees. Cloud includes consumption-based fees, subscriptions for infrastructure and professional services. Refer to Note 2, Summary of Significant Accounting Policies, to the consolidated financial statements.
Audience Monetization includes advertising fees on the Rumble platform; subscription fees earned primarily from consumer product offerings such as Rumble Premium; Locals and badges; revenues generated from content that is licensed by third-parties; pay-per-view; and fees from tipping and platform hosting fees. Advertising fees are generated by delivering digital video and display advertisements as well as cost-per-message-read advertisements.
Income Tax Recovery Income tax recovery decreased by $0.2 million to $nil in the year ended December 31, 2023 compared to the year ended December 31, 2022. Deferred Tax Recovery Deferred tax recovery increased by $3.3 million to $3.3 million in the year ended December 31, 2023 compared to the year ended December 31, 2022.
General and Administrative Expenses General and administrative expenses decreased by $0.5 million to $36.6 million in the year ended December 31, 2024 compared to the year ended December 31, 2023.
The increase was due to an increase in payroll and related expenses of $9.0 million, share-based compensation of $2.5 million related to the recognition of contingent shares issued in connection with the Callin acquisition that were accounted for as post-combination expense, as well as a $9.5 million increase in other administrative expenses, most of which are public company-related, including accounting, legal, investor relations, insurance, and other administrative services.
The decrease in share-based compensation was related to the recognition of contingent shares issued in connection with the Callin acquisition that was accounted for as a post-combination expense as well as the expense of previously and newly granted restricted stock units and stock options for certain employees and executives.
Change in Fair Value of Contingent Consideration Change in fair value of contingent consideration increased by $1.9 million resulting in a gain of $1.9 million in the year ended December 31, 2023.
Change in Fair Value of Warrant Liability Change in fair value of warrant liability decreased by $35.1 million resulting in a loss of $32.7 million in the year ended December 31, 2024. The warrant liability arose in connection with the warrants offered as part of the Business Combination.
The increase in net cash used in financing activities was mainly due to the taxes paid from the net share settlement of share-based compensation in the year ended December 31, 2023 compared to the receipt of cash proceeds, net of transactions costs, from the Business Combination in the year ended December 31, 2022. 44 Summary of Quarterly Results Information for the most recent quarters presented are as follows: Dec 31, 2023 Sep 30, 2023 Jun 30, 2023 Mar 31, 2023 Total revenue $ 20,391,872 $ 17,982,150 $ 24,974,054 $ 17,615,375 Net loss $ (29,277,227 ) $ (29,021,042 ) $ (29,454,080 ) $ (28,668,113 ) Dec 31, 2022 Sep 30, 2022 Jun 30, 2022 Mar 31, 2022 Total revenue $ 19,957,025 $ 10,983,182 $ 4,399,312 $ 4,044,765 Net loss $ (944,668 ) $ (1,858,452 ) $ (4,688,680 ) $ (3,912,194 ) Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with accounting principles generally accepted in the United States of America (“US GAAP”).
The reduction in net cash used was offset by an increase in share issuance costs. 48 Summary of Quarterly Results Information for the most recent quarters presented are as follows: Dec 31, 2024 Sep 30, 2024 Jun 30, 2024 Mar 31, 2024 Total revenue $ 30,228,287 $ 25,056,904 $ 22,469,543 $ 17,733,456 Net loss $ (236,752,626 ) $ (31,539,413 ) $ (26,780,700 ) $ (43,290,040 ) Dec 31, 2023 Sep 30, 2023 Jun 30, 2023 Mar 31, 2023 Total revenue $ 20,391,872 $ 17,982,150 $ 24,974,054 $ 17,615,375 Net loss $ (29,277,227 ) $ (29,021,042 ) $ (29,454,080 ) $ (28,668,113 ) Non-GAAP Financial Measures To supplement our consolidated financial statements, which are prepared and presented in accordance with GAAP, we use certain non-GAAP financial measures, as described below, to understand and evaluate our core operating performance.
Key Business Metrics To analyze our business performance, determine financial forecasts and help develop long-term strategic plans, we review the key business metrics described below. Monthly Active Users (“MAUs”) We use MAUs as a measure of audience engagement to help us understand the volume of users engaged with our content on a monthly basis.
Income Tax Benefit (Expense) Income tax benefit (expense) consists of the estimated federal, state, and foreign income taxes incurred in the U.S. and other jurisdictions in which we operate. Key Business Metrics To analyze our business performance, determine financial forecasts and help develop long-term strategic plans, we review the key business metrics described below.
The increase was due to an increase in payroll and related expenses of $7.4 million, as well as a $2.0 million increase in costs related to computer hardware, software, and other expenses used in research and development related activity.
The decrease was mainly driven by a reduction in administrative expenses of $2.8 million and share-based compensation of $1.1 million, offset by an increase in payroll and related expenses of $3.4 million. The decrease of $2.8 million in administrative expenses was primarily due to lower expenses related to public company-related costs, legal, insurance, and other administrative services.
On October 3, 2023, the Company acquired 100% of the outstanding equity of North River Project Inc. (“North River”), an entity that holds intellectual property. Refer to Note 3, Acquisitions, to our consolidated financial statements included elsewhere in this Annual Report. Revenues We generate revenues primarily from advertising fees, other services and cloud.
The Company will use $250 million of the proceeds, less transaction expenses, to support growth initiatives. 40 Refer to Note 11, Derivative Liability, to our consolidated financial statements included elsewhere in this Annual Report. Revenues We generate revenues primarily from Audience Monetization and Other Initiatives.
The increase in revenue from other services and cloud was driven mainly by subscriptions, content licensing, tipping features, and cloud services offered. Cost of Services Cost of services increased by $102.4 million to $146.2 million in the year ended December 31, 2023 compared to the year ended December 31, 2022.
Cost of Services Cost of services decreased by $7.7 million to $138.5 million in the year ended December 31, 2024 compared to the year ended December 31, 2023.