Biggest changeThe following table presents a reconciliation of net income, the most directly comparable financial measure calculated and presented in accordance with GAAP, to Adjusted EBITDA for each of the periods indicated: Year Ended December 31, 2023 2022 Reconciliation of Net Loss to Adjusted EBITDA: Net loss $ (1,067,335 ) $ (3,412,250 ) Stock-based compensation expense 234,993 333,825 Depreciation and amortization expense 822,334 670,863 Impairment loss on digital tokens -- 7,262 Interest income, net (639,611 ) (74,895 ) Other income, net (343,045 ) -- Income tax benefit (20,252 ) (171,665 ) Adjusted EBITDA $ (1,012,916 ) $ (2,646,860 ) 31 Results of Operations The following table sets forth consolidated statements of operations data for each of the periods indicated as a percentage of total revenue: Years Ended December 31, 2023 2022 Total revenue 100.0 % 100.0 % Costs and expenses: Cost of revenue 29.5 % 25.7 % Sales and marketing expense 8.0 % 14.3 % Product development expense 44.3 % 54.0 % General and administrative expense 37.0 % 39.2 % Impairment loss on digital tokens 0.0 % 0.1 % Total costs and expenses 118.8 % 133.3 % Loss from operations (18.8 )% (33.3 )% Interest income, net 5.8 % 0.7 % Other income, net 3.1 % 0.0 % Loss from operations before income tax benefit (9.9 )% (32.6 )% Income tax benefit 0.2 % 1.6 % Net loss (9.7 )% (31.0 )% Year Ended December 31, 2023 Compared to Year Ended December 31, 2022 Revenue Total revenue remained relatively unchanged at $10,979,844 for the year ended December 31, 2023, compared to $10,989,545 for the year ended December 31, 2022.
Biggest changeAccordingly, the data below includes the results from continuing and discontinued operations: Year Ended December 31, 2024 2023 Reconciliation of Net Loss to Adjusted EBITDA: Net loss $ (8,426,209 ) $ (1,067,335 ) Stock-based compensation expense 151,412 234,993 Depreciation and amortization expense 821,696 822,334 Impairment loss in connection with Divestiture 3,849,766 -- Interest income, net (569,016 ) (639,611 ) Other income, net (146,269 ) (343,045 ) Income tax benefit (113,232 ) (20,252 ) Adjusted EBITDA $ (4,431,852 ) $ (1,012,916 ) Results of Operations Year Ended December 31, 2024 Compared to Year Ended December 31, 2023 Revenue Revenue from continuing operations increased by 14.2% to approximately $1.1 million compared to $1.0 million for the year ended 2023, as sales from ManyCam increased.
Other companies, including companies in our industry, may calculate Adjusted EBITDA differently, which reduces its usefulness as a comparative measure. Because of these limitations, you should consider Adjusted EBITDA alongside other financial performance measures, including various cash flow metrics, net income and our other GAAP results.
Other companies, including companies in our industry, may calculate Adjusted EBITDA differently, which reduces its usefulness as a comparative measure. 29 Because of these limitations, you should consider Adjusted EBITDA alongside other financial performance measures, including various cash flow metrics, net income and our other GAAP results.
We present Adjusted EBITDA because it is a key measure used by our management and Board of Directors to understand and evaluate our core operating performance and trends, to develop short- and long-term operational plans and to allocate resources to expand our business.
We present Adjusted EBITDA because it is a key measure used by our management and Board to understand and evaluate our core operating performance and trends, to develop short- and long-term operational plans and to allocate resources to expand our business.
Measurements of impressions include when a user clicks on an advertisement (CPC basis), views an advertisement impression (CPM basis), or registers for an external website via an advertisement by clicking on or through our application (CPA basis).
Measurements of impressions included when a user clicks on an advertisement (CPC basis), views an advertisement impression (CPM basis), or registers for an external website via an advertisement by clicking on or through our application (CPA basis).
Virtual gift revenue is recognized upon the users’ utilization of the virtual gift and included in subscription revenue. The unearned portion of virtual gifts revenue is presented as deferred revenue in the accompanying consolidated balance sheets. Advertising Revenue We generate a portion of our revenue through advertisements on our video platforms.
Virtual gift revenue was recognized upon the users’ utilization of the virtual gift and included in subscription revenue. The unearned portion of virtual gifts revenue is presented as deferred revenue in the accompanying consolidated balance sheets. Advertising Revenue We generated a portion of our revenue through advertisements on our video platforms.
Vumber is a telecommunications services provider that enables users to communicate privately by having multiple phone numbers with any area code through which calls can be forwarded to a user’s existing telephone number.
Our other products included Vumber, which is a telecommunications services provider that enables users to communicate privately by having multiple phone numbers with any area code through which calls can be forwarded to a user’s existing telephone number.
Advertising revenue is dependent upon the volume of advertising impressions viewed by active users as well as the advertising inventory we place on our products. We recognize advertising revenue as earned on a click-through, impression, registration or subscription basis.
Advertising revenue was dependent upon the volume of advertising impressions viewed by active users as well as the advertising inventory we place on our products. We recognized advertising revenue as earned on a click-through, impression, registration or subscription basis.
General and administrative expense General and administrative expense consists primarily of compensation (including non-cash stock-based compensation) and other employee-related costs for personnel engaged in executive management, finance, legal, tax and human resources and facilities costs and fees for other professional services and cost of insurance.
General and administrative expense General and administrative expense consists primarily of compensation (including non-cash stock-based compensation) and other employee-related costs for personnel engaged in executive management, finance, legal, tax and human resources and facilities costs and fees for other professional services and cost of insurance. General and administrative expense also includes amortization of intangible assets.
Costs and Expenses Cost of revenue Cost of revenue consists primarily of compensation (including stock-based compensation) and other employee-related costs for personnel engaged in data center and customer care functions, credit card processing fees, hosting fees, and data center rent and bandwidth costs.
Costs and Expenses Cost of revenue Cost of revenue consists primarily of compensation (including stock-based compensation) and other employee-related costs, which prior to the Transactions, consisted of costs for personnel engaged in data center and customer care functions, credit card processing fees, hosting fees, and data center rent and bandwidth costs.
As of December 31, 2023, we had approximately $13.6 million of cash and cash equivalents. Our use of working capital is related to product development resources and an investment in marketing activities in order to maintain and create new services and features in applications for our users.
As of December 31, 2024, we had approximately $10.6 million of cash and cash equivalents. Historically, our use of working capital was related to product development resources and an investment in marketing activities in order to maintain and create new services and features in applications for our users.
General and administrative expense also includes amortization of intangible assets. 30 Key Metrics Our management relies on certain non-GAAP and/or unaudited performance indicators to manage and evaluate our business. The key performance indicators set forth below help us evaluate growth trends, establish budgets, measure the effectiveness of our advertising and marketing efforts and assess operational efficiencies.
Key Metrics Our management relies on certain non-GAAP and/or unaudited performance indicators to manage and evaluate our business. The key performance indicators set forth below helped us evaluate growth trends, establish budgets, measure the effectiveness of our advertising and marketing efforts and assess operational efficiencies.
Adjusted EBITDA is defined as net (loss) income adjusted to exclude stock-based compensation expense, depreciation and amortization expenses, impairment loss on digital token, interest income, net, other (income) expense, net, and income tax (benefit) expense.
Adjusted EBITDA is defined as net (loss) income adjusted to exclude stock-based compensation expense, depreciation and amortization expenses, impairment loss in connection with the Divestiture, interest income, net, other (income) expense, net, and income tax (benefit) expense.
Sales and marketing expense Our sales and marketing expense for the year ended December 31, 2023 decreased by $692,618, or 44.1%, as compared to the year ended December 31, 2022.
Sales and marketing expense Our sales and marketing expense for the year ended December 31, 2024 decreased by $30,233, or 32.9%, as compared to the year ended December 31, 2023.
Cost of revenue also includes compensation and other employee-related costs for technical personnel, consultants and subcontracting costs relating to technology service revenue. Sales and marketing expense Sales and marketing expense consist primarily of advertising expenditures and compensation (including stock-based compensation) and other employee-related costs for personnel and consultants engaged in sales and sales support functions.
Sales and marketing expense Prior to the Transactions, sales and marketing expense consisted primarily of advertising expenditures and compensation (including stock-based compensation) and other employee-related costs for personnel and consultants engaged in sales and sales support functions.
Product development expense Product development expense, which relates to the development of technology of our applications, consists primarily of compensation (including stock-based compensation) and other employee-related and consultant-related costs that are not capitalized for personnel engaged in the design, testing and enhancement of service offerings as well as amortization of capitalized website development costs.
Advertising and promotional spend included online marketing, including fees paid to search engines, and offline marketing, which primarily consists of partner-related payments to those who direct traffic to our brands. 28 Product development expense Prior to the Transactions, product development expense, which related to the development of technology of our applications, consisted primarily of compensation (including stock-based compensation) and other employee-related and consultant-related costs that are not capitalized for personnel engaged in the design, testing and enhancement of service offerings as well as amortization of capitalized website development costs.
The unearned portion of subscription revenue is presented as deferred revenue in the accompanying consolidated balance sheets. We also offer virtual gifts to our users through our Paltalk, Camfrog and TinyChat applications. Users may purchase credits that can be redeemed for a host of virtual gifts such as a rose, a beer, or a car, among other items.
We also offered virtual gifts to our users through our Paltalk, Camfrog and TinyChat applications. Users were able to purchase credits that could be redeemed for a host of virtual gifts such as a rose, a beer, or a car, among other items.
Year Ended December 31, 2023 2022 Net cash used in operating activities $ (1,079,671 ) $ (2,956,724 ) Net loss $ (1,067,335 ) $ (3,412,250 ) Adjusted EBITDA $ (1,012,916 ) $ (2,646,860 ) Adjusted EBITDA as percentage of total revenue (9.2 )% (24.1 )% Adjusted EBITDA Adjusted EBITDA is a non-GAAP financial measure.
Year Ended December 31, 2024 2023 Net cash used in operating activities $ (3,019,287 ) $ (1,079,671 ) Net loss $ (8,426,209 ) $ (1,067,335 ) Adjusted EBITDA $ (4,431,852 ) $ (1,012,916 ) Adjusted EBITDA as percentage of total revenue (48.8 )% (9.2 )% Adjusted EBITDA Adjusted EBITDA is a non-GAAP financial measure, and includes results from continuing and discontinued operations.
The decrease in sales and marketing expense for the year ended December 31, 2023 was primarily due to a decrease of approximately $459,000 in marketing user acquisition expenses, including agent fees compared to the prior year.
The decrease in sales and marketing expense for the year ended December 31, 2024 was primarily due to a decrease of approximately $32,982 in marketing user acquisition expenses compared to the prior year. 31 Product development expense Our product development expense for the year ended December 31, 2024 increased by $5,306, or 2.5%, as compared to the year ended December 31, 2023.
The following discussion and analysis should be read in conjunction with our audited consolidated financial statements and the accompanying notes thereto included in “Item 8. Financial Statements and Supplementary Data.” Forward-Looking Statements In addition to historical financial information, the following discussion and analysis contains forward-looking statements that involve risks, uncertainties and assumptions.
The following discussion and analysis should be read in conjunction with our audited consolidated financial statements and the accompanying notes thereto included in “Item 8. Financial Statements and Supplementary Data.” Except where expressly provided, all information relates to the Company prior to the Transactions (defined below).
Subscriptions for ManyCam are generally offered in annual and two-year terms, with exceptions made for enterprise sales. 29 We recognize revenue from monthly premium subscription services beginning in the month in which the subscriptions are originated. Revenues from multi-month (or annual) subscriptions are recognized on a gross and straight-line basis over the length of the subscription period.
We recognized revenue from monthly premium subscription services beginning in the month in which the subscriptions are originated. Revenues from multi-month (or annual) subscriptions were recognized on a gross and straight-line basis over the length of the subscription period. The unearned portion of subscription revenue was presented as deferred revenue in the accompanying consolidated balance sheets.
Our product portfolio includes Paltalk, Camfrog and Tinychat, which together host a large collection of video-based communities. Our other products include ManyCam and Vumber. ManyCam is a live streaming software and virtual camera that allows users to deliver professional live videos on streaming platforms, video conferencing apps and distance learning tools.
Our ManyCam Software Product Following the Transactions, we continue to support our ManyCam software, which is a live streaming software and virtual camera that allows users to deliver professional live videos on streaming platforms, video conferencing apps and distance learning tools.
Investing Activities Net cash used in investing activities was $85,000 for the year ended December 31, 2023, as compared to net cash used in investing activities of $2,942,279 for the year ended December 31, 2022. The decrease in cash flows from investing activities resulted primarily from the ManyCam acquisition.
Investing Activities Net cash used in investing activities was $85,000 for the year ended December 31, 2023 compared to no cash used in investing activities for the year ended December 31, 2024.
Levels of membership benefits are offered in tiers, with the least membership benefits in the lowest paid tier and the most membership benefits in the highest paid tier. Our membership tiers are “Plus,” “Extreme,” “VIP” and “Prime” for Paltalk and “Pro,” “Extreme” and “Gold” for Camfrog. We also hold occasional promotions that offer discounted subscriptions and virtual gifts.
Our membership tiers were “Plus,” “Extreme,” “VIP” and “Prime” for Paltalk and “Pro,” “Extreme” and “Gold” for Camfrog. We also held occasional promotions that offer discounted subscriptions and virtual gifts. Subscriptions for ManyCam were generally offered in annual and two-year terms, with exceptions made for enterprise sales.
Critical Accounting Estimates The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions about future events that affect the amounts reported in the financial statements and accompanying notes. Future events and their effects cannot be determined with absolute certainty. Therefore, the determination of estimates requires the exercise of judgment.
Off-Balance Sheet Arrangements As of December 31, 2024, we did not have any off-balance sheet arrangements. Critical Accounting Estimates The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions about future events that affect the amounts reported in the financial statements and accompanying notes.
Non-Operating Income The following table presents the components of non-operating income for the year ended December 31, 2023 and the year ended December 31, 2022, the increase between those periods and the percentage increase between those periods and the percentage of total revenue that each represented for those periods: Years Ended December 31, $ % % of Revenue Years Ended December 31, 2023 2022 Increase Increase 2023 2022 Interest income, net $ 639,611 $ 74,895 $ 564,716 754.0 % 5.8 % 0.7 % Other income, net 343,045 -- 343,045 100.0 % 3.1 % 0.0 % Total non-operating income $ 982,656 $ 74,895 $ 907,761 1,212.0 % 8.9 % 0.7 % Non-operating income for the year ended December 31, 2023 was $982,656, an increase of $907,761, or 1,212.0%, as compared to non-operating income of $74,895 for the year ended December 31, 2022.
Non-Operating Income The following table presents the components of non-operating income for the years ended December 31, 2024 and 2023, the decrease between those periods, the percentage decrease between those periods, and the percentage of total revenue that each represented for those periods: Years Ended December 31, $ % % of Revenue Years Ended December 31, 2024 2023 Decrease Decrease 2024 2023 Interest income, net $ 569,016 $ 639,611 $ (70,595 ) (11.0 )% 51.8 % 66.4 % Other income, net 146,269 343,045 (196,776 ) (57.4 )% 13.3 % 35.7 % Total non-operating income $ 715,285 $ 982,656 $ (267,371 ) (27.2 )% 65.1 % 102.1 % Non-operating income for the year ended December 31, 2024 was $715,285, a decrease of $267,371, or 27.2%, compared to non-operating income of $982,656 for the year ended December 31, 2023.
See “Forward-Looking Statements.” Our results and the timing of selected events may differ materially from those anticipated in these forward-looking statements as a result of many factors, including those discussed under “Item 1A. Risk Factors” in this Annual Report on Form 10-K. Overview We are a communications software innovator that powers multimedia social applications.
Forward-Looking Statements In addition to historical financial information, the following discussion and analysis contains forward-looking statements that involve risks, uncertainties and assumptions. See “Forward-Looking Statements.” Our results and the timing of selected events may differ materially from those anticipated in these forward-looking statements as a result of many factors, including those discussed under “Item 1A.
Financing Activities Net cash used in financing activities was $7,213 for the year ended December 31, 2023, as compared to net cash used in financing activities of $997,924 for the year ended December 31, 2022. During fiscal 2022, the use of cash of $997,924 was attributed to the Company’s repurchase of the Company’s stock pursuant to its Stock Repurchase Plan.
Financing Activities Net cash provided by financing activities was $39,772 for the year ended December 31, 2024, compared to net cash used in financing activities of $7,213 for the year ended December 31, 2023.
In particular, a significant portion of our working capital has been allocated to the improvement of our products. In addition, during the year ended December 31, 2023, we spent $7,213 in connection with our stock repurchase plan (the “Stock Repurchase Plan”) as we purchased a total of 5,192 shares at an average share price of $1.39 per share.
During the year ended December 31, 2023, we purchased a total of 5,192 shares of common stock under the stock repurchase plan for an aggregate purchase price of $7,213, at an average share price of $1.39 per share. The stock repurchase plan expired on March 29, 2023 pursuant to its terms and has not been renewed.
Costs and Expenses Total costs and expenses for the year ended December 31, 2023 decreased by $1,598,268 or 10.9%, as compared to the year ended December 31, 2022.
The increase in subscription revenue was driven by increased revenue from ManyCam for the year ended December 31, 2024 compared to the year ended December 31, 2023. Costs and Expenses Total costs and expenses for the year ended December 31, 2024 increased by $1,560,186, or 33.5%, as compared to the year ended December 31, 2023.
The following table sets forth our subscription revenue, advertising revenue and total revenue for the year ended December 31, 2023, and the year ended December 31, 2022, the increase or decrease between those periods, the percentage increase or decrease between those periods, and the percentage of total revenue that each represented for those periods: Years Ended $ % % of Revenue Years Ended December 31, Increase Increase December 31, 2023 2022 (Decrease) (Decrease) 2023 2022 Subscription revenue $ 10,646,700 $ 10,662,691 $ (15,991 ) (0.1 )% 97.0 % 97.0 % Advertising revenue 333,144 326,854 6,290 1.9 % 3.0 % 3.0 % Total revenues $ 10,979,844 $ 10,989,545 $ (9,701 ) (0.1 )% 100.0 % 100.0 % Subscription Revenue Our subscription revenue for the year ended December 31, 2023 decreased by $15,991, or 0.1%, as compared to the year ended December 31, 2022.
The following table sets forth our subscription revenue for the years ended December 31, 2024 and 2023, the increase between those periods, the percentage increase between those periods, and the percentage of total revenue that subscription revenue represented for those periods: Years Ended $ % % of Revenue Years Ended December 31, Increase Increase December 31, 2024 2023 2024 2023 Subscription revenue $ 1,098,280 $ 962,032 $ 136,248 14.2 % 100 % 100 % 30 Subscription Revenue Our subscription revenue for the year ended December 31, 2024 increased by $136,248, or 14.2%, as compared to the year ended December 31, 2023.
We expect that the majority of our revenue in future periods will continue to be generated from our core video chat products. Subscription Revenue Our video chat platforms generate revenue primarily through subscription fees. Our tiers of subscriptions provide users with unlimited video windows and levels of status within the community.
Subscription Revenue Our video chat platforms generated revenue primarily through subscription fees. Our tiers of subscriptions provided users with unlimited video windows and levels of status within the community. Multiple subscription tiers were offered in different durations depending on the product from one-, three-, six-, twelve-, and twenty-four-month terms.
The decrease in cash used in the period was primarily the result of the improvement in the net loss, which was attributed to a reduction in operating expenses as a result of streamlined operations.
The increase in cash used in operating activities during the year ended December 31, 2024 was primarily the result of an increase in net loss, which was attributed to increases in professional fees as a result of the Transactions.
Liquidity and Capital Resources Years Ended December 31, 2023 2022 Consolidated Statements of Cash Flows Data: Net cash used in operating activities $ (1,079,671 ) $ (2,956,724 ) Net cash used in investing activities (85,000 ) (2,942,279 ) Net cash used in financing activities (7,213 ) (997,924 ) Net change in cash and cash equivalents $ (1,171,884 ) $ (6,896,927 ) Currently, our primary source of liquidity is cash on hand and cash flows from continuing operations, and we believe that our cash and cash equivalents balance and our expected cash flow from operations will be sufficient to meet all of our financial obligations for one year from the date these financial statements are issued.
Liquidity and Capital Resources Currently, our primary source of liquidity is cash on hand and cash flows from continuing operations, and we believe that our cash and cash equivalents balance and our expected cash flow from operations will be sufficient to meet all of our financial obligations for the next 12 months.
Product development expense Our product development expense for the year ended December 31, 2023 decreased by $1,073,826, or 18.1%, as compared to the year ended December 31, 2022. The decrease was primarily due to a decrease of approximately $825,000 related to software expenses. We accomplished this reduction by streamlining our offshore development efforts as well as reallocating in-house resources.
The increase was primarily due to a increase of approximately $3,549 related to consulting/software expenses. General and administrative expense Our general and administrative expense for the year ended December 31, 2024 increased by $1,607,117, or 39.5%, as compared to the year ended December 31, 2023.
The increase for the year ended December 31, 2023, was primarily driven by an increase in costs related to hosting expenses of approximately $364,000, as well as costs related to the ManyCam product, which launched in June of 2022, of approximately $61,000.
The decrease in cost of revenue for the year ended December 31, 2024, was primarily driven by a decrease in hosting expenses of $24,956 compared to the prior year ended December 31, 2023.
The following table presents our costs and expenses for the years ended December 31, 2023 and 2022, the increase or decrease between those periods and the percentage increase or decrease between those periods and the percentage of total revenue that each represented for those periods: Years Ended $ % % of Revenue Years Ended December 31, Increase Increase December 31, 2023 2022 (Decrease) (Decrease) 2023 2022 Cost of revenue $ 3,238,243 $ 2,823,570 $ 414,673 14.7 % 29.5 % 25.7 % Sales and marketing expense 878,657 1,571,275 (692,618 ) (44.1 )% 8.0 % 14.3 % Product development expense 4,860,607 5,934,433 (1,073,826 ) (18.1 )% 44.3 % 54.0 % General and administrative expense 4,072,580 4,311,815 (239,235 ) (5.5 )% 37.0 % 39.2 % Impairment loss on digital tokens -- 7,262 (7,262 ) (100.0 )% 0.0 % 0.1 % Total costs and expenses $ 13,050,087 $ 14,648,355 $ (1,598,268 ) (10.9 )% 118.8 % 133.3 % Cost of revenue Our cost of revenue for the year ended December 31, 2023 increased by $414,673, or 14.7%, as compared to the year ended December 31, 2022.
The following table presents our costs and expenses for the years ended December 31, 2024 and 2023, the increase or decrease between those periods, the percentage increase or decrease between those periods, and the percentage of total revenue that each represented for those periods: Years Ended $ % % of Revenue Years Ended December 31, Increase Increase December 31, 2024 2023 (Decrease) (Decrease) 2024 2023 Cost of revenue $ 262,888 $ 284,892 $ (22,004 ) (7.7 )% 23.9 % 29.6 % Sales and marketing expense 61,706 91,939 (30,233 ) (32.9 )% 5.6 % 9.6 % Product development expense 215,538 210,232 5,306 2.5 % 19.6 % 21.9 % General and administrative expense 5,679,697 4,072,580 1,607,117 39.5 % 517.1 % 423.3 % Total costs and expenses $ 6,219,829 $ 4,659,643 $ 1,560,186 33.5 % 566.3 % 484.4 % Cost of revenue Our cost of revenue for the year ended December 31, 2024 decreased by $22,004, or 7.7%, as compared to the year ended December 31, 2023.
In the future, we may continue to seek to grow our business by expending our capital resources to fund strategic acquisitions, investments and partnership opportunities. 34 Operating Activities Net cash used in operating activities was $1,079,671 for the year ended December 31, 2023, as compared to net cash used in operating activities of $2,956,724 for the year ended December 31, 2022.
In the future, we may continue to seek to grow our business by expending our capital resources to fund strategic acquisitions, investments and partnership opportunities. 32 NTS Acquisition On January 2, 2025, we closed the Acquisition, pursuant to which we acquired NTS through a two-step merger process.
Actual results inevitably will differ from those estimates, and such differences may be material to the financial statements. Estimates made in accordance with GAAP that involve a significant level of estimation uncertainty and have had or are reasonably likely to have a material impact on our financial condition.
Future events and their effects cannot be determined with absolute certainty. Therefore, the determination of estimates requires the exercise of judgment. Actual results inevitably will differ from those estimates, and such differences may be material to the financial statements.
During the year ended December 31, 2022, the most significant accounting estimate inherent in the preparation of the financial statements included the discount rates and weighted average costs of capital used in the fair value of the ManyCam intangible assets and in assigning their respective useful lives.
During the year ended December 31, 2024, the most significant accounting estimate inherent in the preparation of our financial statements was the evaluation of goodwill for impairment. Goodwill is recorded when the purchase price paid for an acquisition exceeds the estimated fair value of the net identified tangible and intangible assets acquired.
Multiple subscription tiers are offered in different durations depending on the product from one-, three-, six-, twelve-, and twenty-four-month terms, which continue to vary as we continue to test and optimize length and pricing. Longer-term plans (those with durations longer than one month) are generally available at discounted monthly rates.
Longer-term plans (those with durations longer than one month) were generally available at discounted monthly rates. Levels of membership benefits were offered in tiers, with the least membership benefits in the lowest paid tier and the most membership benefits in the highest paid tier.
Sources of Revenue Our main sources of revenue are subscription revenue, which includes virtual gift revenue, and advertising revenue generated from users of our core video chat products, Paltalk and Camfrog. We also generate revenue from subscriptions for our ManyCam software product.
Such services are typically provided by us or third-party subcontractor vendors on a stand-alone basis. 27 Revenue Generation Prior to the Transactions Prior to the completion of the Transactions, our main sources of revenue were subscription revenue, which includes virtual gift revenue, and advertising revenue generated from users of our former core video chat products, Paltalk and Camfrog, most of which is presented as discontinued operations.
The change was primarily driven by a decrease in subscription revenue and virtual gift revenue from the Paltalk and Camfrog applications and was partially offset by revenue recognized from sales of the ManyCam product and Vumber.
The increase in loss from discontinued operations was primarily the result of a decrease in subscription revenue and virtual gift revenue from the Paltalk and Camfrog applications included in discontinued operations of $2.0 million as well as a non-cash impairment loss in connection with Divestiture of $3.8 million.