Biggest changeYear Ended December 31, (in thousands) 2022 2021 2020 Revenue $ 212,765 $ 192,197 $ 123,284 Costs and expenses (1) : Cost of revenue 38,981 28,813 21,586 Research and development 127,073 97,096 69,231 Sales and marketing 123,182 106,430 80,325 General and administrative 67,733 54,664 28,793 Total costs and expenses 356,969 287,003 199,935 Loss from operations (144,204) (94,806) (76,651) Interest income 9,304 177 727 Other income (expense), net (1,343) (539) 817 Loss before income taxes (136,243) (95,168) (75,107) Provision for income taxes 1,673 157 127 Net loss $ (137,916) $ (95,325) $ (75,234) __________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, (in thousands) 2022 2021 2020 Cost of revenue $ 2,627 $ 1,466 $ 905 Research and development 35,567 20,690 10,235 Sales and marketing 10,160 6,388 3,403 General and administrative 16,066 18,970 8,065 Total $ 64,420 $ 47,514 $ 22,608 51 Table of Contents The following table sets forth the components of our consolidated statements of operations as a percentage of revenue for each of the periods presented: Year Ended December 31, (as a percentage of total revenue) 2022 2021 2020 Revenue 100 % 100 % 100 % Costs and expenses: Cost of revenue 18 15 18 Research and development 60 51 56 Sales and marketing 58 55 65 General and administrative 32 28 23 Total costs and expenses 168 149 162 Loss from operations (68) (49) (62) Interest income 4 — 1 Other income (expense), net (1) — 1 Loss before income taxes (64) (50) (61) Provision for income taxes 1 — — Net loss (65) % (50) % (61) % Note: Certain figures may not sum due to rounding.
Biggest changeYear Ended December 31, (in thousands) 2023 2022 2021 Revenue $ 218,309 $ 212,765 $ 192,197 Costs and expenses (1) : Cost of revenue 41,613 38,981 28,813 Research and development 149,998 127,073 97,096 Sales and marketing 122,925 123,182 106,430 General and administrative 76,057 67,733 54,664 Total costs and expenses 390,593 356,969 287,003 Loss from operations (172,284) (144,204) (94,806) Interest income 25,780 9,304 177 Other income (expense), net (505) (1,343) (539) Loss before income taxes (147,009) (136,243) (95,168) Provision for income taxes 756 1,673 157 Net loss $ (147,765) $ (137,916) $ (95,325) __________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, (in thousands) 2023 2022 2021 Cost of revenue $ 3,201 $ 2,627 $ 1,466 Research and development 43,619 35,567 20,690 Sales and marketing 12,548 10,160 6,388 General and administrative 23,657 16,066 18,970 Total $ 83,025 $ 64,420 $ 47,514 51 Table of Contents The following table sets forth the components of our consolidated statements of operations as a percentage of revenue for each of the periods presented: Year Ended December 31, (as a percentage of total revenue) 2023 2022 2021 Revenue 100 % 100 % 100 % Costs and expenses: Cost of revenue 19 18 15 Research and development 69 60 51 Sales and marketing 56 58 55 General and administrative 35 32 28 Total costs and expenses 179 168 149 Loss from operations (79) (68) (49) Interest income 12 4 — Other income (expense), net — (1) — Loss before income taxes (67) (64) (50) Provision for income taxes — 1 — Net loss (68) % (65) % (50) % Note: Certain figures may not sum due to rounding.
Investing activities Cash used in investing activities for the year ended December 31, 2022 was $342.4 million, which consisted of purchases of marketable securities of $711.9 million, a loan to Opportunity Finance Network of $5.0 million, and purchases of property and equipment of $3.2 million.
Cash used in investing activities for the year ended December 31, 2022 was $342.4 million, which consisted of purchases of marketable securities of $711.9 million, a loan to Opportunity Finance Network of $5.0 million, and purchases of property and equipment of $3.2 million.
In addition, allocated overhead costs, such as facilities, information technology, and depreciation are included in research and development expenses. 49 Table of Contents Sales and Marketing Sales and marketing expenses consist of personnel-related and other costs which include salaries, commissions, benefits, and stock-based compensation for employees engaged in sales and marketing activities as well as other costs including third-party consulting, public relations, allocated overhead costs, and amortization of acquired intangible assets.
In addition, allocated overhead costs, such as facilities, information technology, and depreciation are included in research and development expenses. 49 Table of Contents Sales and Marketing Sales and marketing expenses consist of personnel-related and other costs which include salaries, commissions, benefits, restructuring costs, and stock-based compensation for employees engaged in sales and marketing activities as well as other costs including third-party consulting, public relations, allocated overhead costs, and amortization of acquired intangible assets.
If our near-term investments do not lead to increased international WAUs and ARPU and expected revenue growth over time, we may not achieve or, if achieved, maintain profitability and our growth rates may slow or decline. Seasonality. Industry advertising spend tends to be strongest in the fourth quarter, and we observe a similar pattern in our historical revenue.
If our near-term investments do not lead to increased international WAUs and ARPU and expected revenue growth over time, we may not achieve or, if achieved, maintain profitability and our growth rates may slow or decline. Seasonality. Industry advertising spend tends to be strongest in the fourth quarter, and we typically observe a similar pattern in our historical revenue.
General and Administrative General and administrative expenses consist primarily of personnel-related costs, including salaries, benefits, and stock-based compensation for certain executives, finance, legal, information technology, human resources, and other administrative employees. In addition, general and administrative expenses include fees and costs for professional services, including consulting, third-party legal and accounting services, and allocated overhead costs.
General and Administrative General and administrative expenses consist primarily of personnel-related costs, including salaries, benefits, restructuring costs, and stock-based compensation for certain executives, finance, legal, information technology, human resources, and other administrative employees. In addition, general and administrative expenses include fees and costs for professional services, including consulting, third-party legal and accounting services, and allocated overhead costs.
Our ability to support our requirements and plans for cash, including working capital and capital expenditure requirements, will depend on many factors, including the rate of our revenue growth, the timing and extent of spending on research and development efforts and other business initiatives, the expansion of sales and marketing activities, the introduction of new and enhanced product offerings and features, the continuing market adoption of our platform, the number of shares repurchased under our share repurchase program (the “Share Repurchase Program”), and our ability to obtain equity or debt financing.
Our ability to support our requirements and plans for cash, including working capital and capital expenditure requirements, will depend on many factors, including the rate of our revenue growth, the timing and extent of spending on research and development efforts and other business initiatives, the expansion of sales and marketing activities, the introduction of new and enhanced product offerings and features, the continuing market adoption of our platform, the number of shares repurchased under our Share Repurchase Program, and our ability to obtain equity or debt financing.
Research and Development Research and development expenses consist primarily of personnel-related costs, including salaries, benefits, and stock-based compensation for our employees engaged in research and development, as well as costs for consultants, contractors and third-party software.
Research and Development Research and development expenses consist primarily of personnel-related costs, including salaries, benefits, restructuring costs, and stock-based compensation for our employees engaged in research and development, as well as costs for consultants, contractors and third-party software.
Interest Income Interest income consists of interest earned on our cash, cash equivalents, and marketable securities. Other Income (Expense), Net Other income (expense), net consists primarily of unrealized gains and losses from the re-measurement of monetary assets and liabilities denominated in non-functional currencies, and foreign currency transaction gains and losses.
Interest Income Interest income consists of interest earned on our cash, cash equivalents, and marketable securities. Other Income (Expense), Net Other income (expense), net consists primarily of unrealized gains and losses from the re-measurement of monetary assets and liabilities denominated in non-functional currencies, and gains and losses on marketable securities and foreign currency transactions.
Key Business Metrics In addition to the measures presented in our consolidated financial statements, we use the following key business metrics to evaluate our business, measure our performance, develop financial forecasts, and make strategic decisions: 45 Table of Contents Weekly Active Users (WAUs) We define a Weekly Active User (“WAU”) as a Nextdoor user who opens our application, logs on to our website, or engages with an email with monetizable content at least once during a defined 7-day period. 2 We calculate average WAUs for a particular period by calculating the count of unique users, on a rolling basis for the past seven days, for each day of that period, and dividing that sum by the number of days in that period.
Key Business Metrics In addition to the measures presented in our consolidated financial statements, we use the following key business metrics to evaluate our business, measure our performance, develop financial forecasts, and make strategic decisions: Weekly Active Users (WAUs) We define a Weekly Active User (“WAU”) as a Nextdoor user who opens our application, logs on to our website, or engages with an email with monetizable content at least once during a defined 7-day period. 1 We calculate average WAUs for a particular period by calculating the count of unique users, on a rolling basis for the past seven days, for each day of that period, and dividing that sum by the number of days in that period.
While we have the ability to serve ads in all emails with monetizable content, we currently only do so on a portion of the total. 46 Table of Contents Average Revenue per Weekly Active User (ARPU) We generate revenue primarily from advertising. We measure monetization of our platform through our ARPU metric.
While we have the ability to serve ads in all emails with monetizable content, we currently only do so on a portion of the total. 46 Table of Contents Quarterly Average Weekly Active Users (in millions) Average Revenue per Weekly Active User (ARPU) We generate revenue primarily from advertising. We measure monetization of our platform through our ARPU metric.
We intend to continue to invest in technology that we believe will enhance user and customer experiences. We also intend to continue to invest heavily in our advertising products, including our proprietary Nextdoor Ads Platform and first-party and third-party ad measurement tools, as well as our sales team.
We intend to continue to invest in technology that we believe will enhance user and customer experiences. We also intend to continue to invest in our advertising products, including our proprietary ad platform and first-party and third-party ad measurement tools, as well as our sales team.
Discussions regarding our financial condition and results of operations for the year ended December 31, 2022 compared to the year ended December 31, 2021 are presented below.
Discussions regarding our financial condition and results of operations for the year ended December 31, 2023 compared to the year ended December 31, 2022 are presented below.
The increase was primarily due to the periodic re-measurement of monetary assets and liabilities denominated in non-functional currencies.
The decrease was primarily due to the periodic re-measurement of monetary assets and liabilities denominated in non-functional currencies.
For purposes of calculating ARPU, revenue by user geography is apportioned to each region based on a determination of the location of the account where the revenue-generating activities occur.
For purposes of calculating ARPU, revenue by user geography is apportioned to each region based on a determination of the location of the account where the revenue-generating 47 Table of Contents activities occur.
The majority of our revenue is generated in the United States. Cost of Revenue Cost of revenue consists primarily of expenses associated with the delivery of our revenue generating activities, including the third-party cost of hosting our platform and allocated personnel-related costs, which include salaries, benefits, and stock-based compensation for employees engaged in development of our revenue generating products.
Cost of Revenue Cost of revenue consists primarily of expenses associated with the delivery of our revenue generating activities, including the third-party cost of hosting our platform and allocated personnel-related costs, which include salaries, benefits, and stock-based compensation for employees engaged in development of our revenue generating products.
Discussions regarding our financial condition and results of operations for the year ended December 31, 2021 compared to the year ended December 31, 2020 are located in Part II, Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations” of our Annual Report on Form 10-K for the year ended December 31, 2021, filed with the SEC on March 15, 2022.
Discussions regarding our financial condition and results of operations for the year ended December 31, 2022 compared to the year ended December 31, 2021 are located in Part II, Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations” of our Annual Report on Form 10-K for the year ended December 31, 2022, filed with the SEC on February 28, 2023.
We currently have no debt outstanding. We have generated losses from our operations, as reflected in our accumulated deficit of $618.3 million as of December 31, 2022. We incurred operating losses and cash outflows from operations by supporting the growth of our business. We expect these losses and operating cash outflows to continue for the foreseeable future.
We currently have no debt outstanding. We have generated losses from our operations, as reflected in our accumulated deficit of $766.0 million as of December 31, 2023. We incurred operating losses and cash outflows from operations by supporting the growth of our business. We expect these losses and operating cash outflows to continue for the foreseeable future.
We expect that our international expansion will require significant investment. Although our investments in international expansion may adversely affect our operating results in the near term, we believe that they will contribute to our long-term growth.
Although our investments in international expansion may adversely affect our operating results in the near term, we believe that they will contribute to our long-term growth.
We also expect to incur significant research and development, sales and marketing, and general and administrative expenses over the next several years in connection with the continued development and expansion of our business. As of December 31, 2022, we had $583.3 million in cash, cash equivalents, and marketable securities.
We also expect to incur significant research and development, sales and marketing, and general and administrative expenses over the next several years in connection with the continued development and strategic expansion of our business. As of December 31, 2023, we had $531.1 million in cash, cash equivalents, and marketable securities.
We record deferred revenue when we collect cash from customers in advance of revenue recognition. Leases At the inception of our contracts we determine if the contract is or contains a lease.
In certain advertising arrangements we require payment upfront from our customers. We record deferred revenue when we collect cash from customers in advance of revenue recognition. Leases At the inception of our contracts we determine if the contract is or contains a lease.
The net cash inflows from changes in operating assets and liabilities were primarily due to a $7.7 million increase in accrued expenses and other current liabilities, a $6.9 million decrease in operating lease right-of-use assets due 54 Table of Contents to normal amortization, and a $4.1 million decrease in prepaid expenses and other current assets.
The net cash inflows from changes in operating assets and liabilities were primarily due to a $5.3 million increase in accrued expenses and other liabilities, a $4.7 million 54 Table of Contents decrease in operating lease right-of-use assets due to normal amortization, a $3.5 million decrease in accounts receivable, and a $3.4 million decrease in prepaid expenses and other assets.
Over time, we believe that international WAUs can grow rapidly. We also believe that we can increase the monetization of users in international markets and that we can increase long-term ARPU for international WAUs from current levels. While we expect to grow ARPU for international WAUs, we still expect this to be lower than ARPU for U.S. WAUs.
We also believe that we can increase the monetization of users in international markets and that we can increase long-term ARPU for international WAUs from current levels. While we expect to grow ARPU for international WAUs, we still expect this to be lower than ARPU for U.S. WAUs. We expect that our international expansion will require significant investment.
The increase was primarily due to $6.3 million higher third-party hosting costs due to increased user growth and engagement, a $1.2 million increase in third-party costs associated with delivering and supporting our advertising products, and a $2.2 million increase in allocated personnel-related costs.
The increase was primarily due to a $1.3 million increase in third-party hosting costs due to rising user growth and engagement, a $0.9 million increase in allocated personnel-related costs, and a $0.4 million increase in third-party costs associated with delivering and supporting our advertising products.
The Black-Scholes option-pricing model requires the use of highly subjective assumptions. These assumptions are estimated as follows: • Fair Value of the Underlying Common Stock—Prior to the Business Combination, the Board of Directors considered numerous objective and subjective factors to determine the fair value of our common stock.
These assumptions are estimated as follows: • Fair Value of the Underlying Common Stock—Prior to the Business Combination, the Board of Directors considered numerous objective and subjective factors to determine the fair value of our common stock.
Adjusted EBITDA is not presented in accordance with GAAP and the use of this term varies from others in our industry. 55 Table of Contents The following is a reconciliation of net loss, the most comparable GAAP measure, to Adjusted EBITDA: Year Ended December 31, (in thousands) 2022 2021 2020 Net loss $ (137,916) $ (95,325) $ (75,234) Depreciation and amortization 5,656 4,172 3,058 Stock-based compensation 64,420 47,514 22,608 Interest income (9,304) (177) (727) Provision for income taxes 1,673 157 127 Adjusted EBITDA $ (75,471) $ (43,659) $ (50,168) Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with GAAP.
Adjusted EBITDA is not presented in accordance with GAAP and the use of this term varies from others in our industry. 55 Table of Contents The following is a reconciliation of net loss, the most comparable GAAP measure, to Adjusted EBITDA: Year Ended December 31, (in thousands) 2023 2022 2021 Net loss $ (147,765) $ (137,916) $ (95,325) Depreciation and amortization 5,769 5,656 4,172 Stock-based compensation 83,025 64,420 47,514 Interest income (25,780) (9,304) (177) Provision for income taxes 756 1,673 157 Restructuring charges 9,888 — — Adjusted EBITDA $ (74,107) $ (75,471) $ (43,659) Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with GAAP.
Our ARPU for the years ended December 31, 2022 and 2021 was $5.60 and $6.13, respectively, with the decrease due to stronger WAU growth relative to revenue growth. 47 Table of Contents Quarterly ARPU Factors Affecting Our Performance Macroeconomic Conditions.
Our ARPU for the years ended December 31, 2023 and 2022 was $5.25 and $5.60, respectively, with the decrease due to stronger WAU growth relative to revenue growth. Quarterly ARPU Factors Affecting Our Performance Macroeconomic Conditions.
The increase was primarily due to cumulative adjustments to intercompany pricing with our foreign subsidiaries. 53 Table of Contents Liquidity and Capital Resources Since inception, we have generated negative cash flows from operations and have primarily financed our operations from net proceeds received from the sale of equity securities, proceeds from the Business Combination, and payments received from our customers.
The decrease was primarily due to a decrease in foreign income tax expenses. 53 Table of Contents Liquidity and Capital Resources Since inception, we have generated negative cash flows from operations and have primarily financed our operations from net proceeds received from the sale of equity securities, proceeds from the Business Combination, and payments received from our customers.
Cash Flows The following table summarizes our cash flows for the periods presented: Year Ended December 31, (in thousands) 2022 2021 2020 Net cash used in operating activities $ (60,503) $ (51,268) $ (41,604) Net cash provided by (used in) investing activities $ (342,448) $ (149,522) $ 36,792 Net cash provided by (used in) financing activities $ (64,348) $ 637,576 $ 6,367 Operating activities Cash used in operating activities during the year ended December 31, 2022 was $60.5 million which resulted from a net loss of $137.9 million, adjusted for non-cash charges of $68.0 million and net cash inflows of $9.4 million from changes in operating assets and liabilities.
Cash Flows The following table summarizes our cash flows for the periods presented: Year Ended December 31, (in thousands) 2023 2022 2021 Net cash used in operating activities $ (59,273) $ (60,503) $ (51,268) Net cash provided by (used in) investing activities $ 66,490 $ (342,448) $ (149,522) Net cash provided by (used in) financing activities $ 8,916 $ (64,348) $ 637,576 Operating activities Cash used in operating activities during the year ended December 31, 2023 was $59.3 million which resulted from a net loss of $147.8 million, adjusted for non-cash charges of $79.9 million and net cash inflows of $8.6 million from changes in operating assets and liabilities.
The grant date fair value of stock options granted is estimated using the Black-Scholes option pricing model. Forfeitures are accounted for as they occur. Historically, our stock option awards and restricted stock permitted early exercise. The unvested portion of shares exercised is recorded as a liability on our consolidated balance sheets and reclassified into stockholders’ equity (deficit) as vesting occurs.
Forfeitures are accounted for as they occur. Historically, our stock option awards and restricted stock permitted early exercise. The unvested portion of shares exercised is recorded as a liability on our consolidated balance sheets and reclassified into stockholders’ equity (deficit) as vesting occurs. 56 Table of Contents The Black-Scholes option-pricing model requires the use of highly subjective assumptions.
Other income (expense), net Year Ended December 31, Change (in thousands, except percentages) 2022 2021 $ % Other income (expense), net $ (1,343) $ (539) $ (804) 149 % Other expense increased by $0.8 million, or 149%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Other income (expense), net Year Ended December 31, Change (in thousands, except percentages) 2023 2022 $ % Other income (expense), net $ (505) $ (1,343) $ 838 (62) % Other expense, net decreased by $0.8 million, or 62%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
We have other advertising arrangements which are typically fixed-fee arrangements and revenue is recognized on a straight-line basis over the non-cancellable contractual term of the agreement, generally beginning on the date our service is made available to the customer. Deferred Revenue In certain advertising arrangements we require payment upfront from our customers.
We typically bill advertisers on a monthly basis and our payment terms vary by customer type and location. We have other advertising arrangements which are typically fixed-fee arrangements and revenue is recognized on a straight-line basis over the non-cancellable contractual term of the agreement, generally beginning on the date our service is made available to the customer.
Key business metrics for the three months ended December 31, 2022 are as follows: • Weekly active users (“WAUs”) were 40.0 million, an increase of 11% compared to the three months ended December 31, 2021. • Average revenue per weekly active user (“ARPU”) was $1.33, a decrease of 19% compared to the three months ended December 31, 2021.
Key business metrics for the three months ended December 31, 2023 are as follows: • Weekly active users (“WAUs”) were 41.8 million, an increase of 5% compared to the three months ended December 31, 2022. • Average revenue per weekly active user (“ARPU”) was $1.33 and remained flat compared to the three months ended December 31, 2022.
The increase was primarily due to increased advertiser demand for our product offerings and increased user engagement as measured by a 21% increase in WAUs. Year-to-date ARPU decreased 9% reflecting stronger year-over-year WAU growth relative to revenue growth.
The increase was primarily due to an increase in advertiser demand for our product offerings, which we believe was driven by increased marketer spending as well as increased user engagement as measured by a 9% increase in 2023 WAUs. Full year ARPU decreased 6% reflecting stronger year-over-year WAU growth relative to revenue growth.
This was offset by proceeds from maturities of marketable securities of $56.7 million and proceeds from sales of marketable securities of $2.4 million. Financing activities Cash used in financing activities for the year ended December 31, 2022 was $64.3 million, which consisted of repurchases of common stock of $77.2 million.
Cash used in financing activities for the year ended December 31, 2022 was $64.3 million, which consisted of repurchases of common stock of $77.2 million. This was partially offset by $12.5 million of proceeds from the exercise of stock options.
Cash used in operating activities during the year ended December 31, 2021 was $51.3 million which resulted from a net loss of $95.3 million, adjusted for non-cash charges of $52.0 million and net cash outflows of $7.9 million from changes in operating assets and liabilities.
Cash used in operating activities during the year ended December 31, 2022 was $60.5 million which resulted from a net loss of $137.9 million, adjusted for non-cash charges of $68.0 million and net cash inflows of $9.4 million from changes in operating assets and liabilities.
We may face challenges increasing the size and engagement of our user base due to a number of factors including competition, challenges in acquiring and engaging users, or changes in regulations. 48 Table of Contents Growth in Monetization . Monetization trends, which are reflected in our ARPU, are a key factor that affects our revenue and financial results.
As the size and engagement of our user base grows, we believe the potential to increase our revenue grows. 48 Table of Contents We may face challenges increasing the size and engagement of our user base due to a number of factors including competition, challenges in acquiring and engaging users, or changes in regulations. Growth in Monetization .
Cost of revenue Year Ended December 31, Change (in thousands, except percentages) 2022 2021 $ % Cost of revenue $ 38,981 $ 28,813 $ 10,168 35 % Cost of revenue increased by $10.2 million, or 35%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Cost of revenue Year Ended December 31, Change (in thousands, except percentages) 2023 2022 $ % Cost of revenue $ 41,613 $ 38,981 $ 2,632 7 % Cost of revenue increased by $2.6 million, or 7%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Comparison of the Years Ended December 31, 2022 and 2021 Revenue Year Ended December 31, Change (in thousands, except percentages) 2022 2021 $ % Revenue $ 212,765 $ 192,197 $ 20,568 11 % Revenue increased by $20.6 million, or 11%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Comparison of the Years Ended December 31, 2023 and 2022 Revenue Year Ended December 31, Change (in thousands, except percentages) 2023 2022 $ % Revenue $ 218,309 $ 212,765 $ 5,544 3 % Revenue increased by $5.5 million, or 3%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
The Share Repurchase Program does not obligate us to repurchase any dollar amount or number of shares, and the program may be extended, modified, suspended, or discontinued at any time.
The Share Repurchase Program does not obligate us to repurchase any dollar amount or number of shares, and the program may be extended, modified, suspended, or discontinued at any time. During the year ended December 31, 2023, we did not repurchase or retire any shares of Class A common stock.
See "Risk Factors" and "Special Note Regarding Forward-Looking Statements” for additional details. Growth in and Engagement of Users. We measure growth in, and engagement of, users by tracking WAUs. As the size and engagement of our user base grows, we believe the potential to increase our revenue grows.
See "Risk Factors" and "Special Note Regarding Forward-Looking Statements” for additional details. Growth in and Engagement of Users. We measure growth in, and engagement of, users by tracking WAUs.
Financial Results as of and for the year ended December 31, 2022 are as follows: • Revenue was $212.8 million, an increase of 11% compared to 2021. • Total costs and expenses were $357.0 million, an increase of 24% compared to 2021. • Net loss increased 45% to $(137.9) million in 2022, compared to $(95.3) million in 2021. • Adjusted EBITDA loss increased 73% to $(75.5) million in 2022, compared to $(43.7) million in 2021. • Cash, cash equivalents, and marketable securities were $583.3 million.
Financial Results as of and for the year ended December 31, 2023 are as follows: • Revenue was $218.3 million, an increase of 3% compared to 2022. • Total costs and expenses were $390.6 million, an increase of 9% compared to 2022, including $11.1 million of restructuring charges. • Net loss increased 7% to $147.8 million in 2023, compared to $137.9 million in 2022. • Adjusted EBITDA loss decreased 2% to $74.1 million in 2023, compared to $75.5 million in 2022. • Cash, cash equivalents, and marketable securities were $531.1 million.
Our significant growth and the current macroeconomic environment have partially masked these trends in historical periods. Components of Results of Operations Revenue We generate substantially all of our revenue from the delivery of advertisements on our platform which includes the delivery of advertising impressions sold on a CPM basis and CPC basis, as well as on a fixed-fee basis.
Components of Results of Operations Revenue We generate substantially all of our revenue from the delivery of advertisements on our platform which includes the delivery of advertising impressions sold on a CPM basis and CPC basis, as well as on a fixed-fee basis. The majority of our revenue is generated in the United States.
Our actual results could differ from these estimates. The critical accounting policies requiring estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below. Revenue Recognition We generate a majority of our revenue from the delivery of advertising services.
Our actual results could differ from these estimates. The critical accounting policies requiring estimates, assumptions, and judgments that we believe have the most significant impact on our consolidated financial statements are described below. Refer to Note 2 to our consolidated financial statements for further information on our other significant accounting policies.
This was partially offset by the payment of deferred transaction costs of $5.4 million. Non-GAAP Financial Measure Adjusted EBITDA Adjusted EBITDA is a non-GAAP financial measure that represents our net loss adjusted for depreciation and amortization, stock-based compensation, net interest income, provision for income taxes, and any acquisition-related costs.
Non-GAAP Financial Measure Adjusted EBITDA Adjusted EBITDA is a non-GAAP financial measure that represents our net loss adjusted for depreciation and amortization, stock-based compensation, net interest income, provision for income taxes, and any restructuring charges or acquisition-related costs.
Research and development Year Ended December 31, Change (in thousands, except percentages) 2022 2021 $ % Research and development $ 127,073 $ 97,096 $ 29,977 31 % Research and development expenses increased by $30.0 million, or 31%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Research and development Year Ended December 31, Change (in thousands, except percentages) 2023 2022 $ % Research and development $ 149,998 $ 127,073 $ 22,925 18 % Research and development expenses increased by $22.9 million, or 18%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
General and administrative Year Ended December 31, Change (in thousands, except percentages) 2022 2021 $ % General and administrative $ 67,733 $ 54,664 $ 13,069 24 % General and administrative expenses increased by $13.1 million, or 24%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
General and administrative Year Ended December 31, Change (in thousands, except percentages) 2023 2022 $ % General and administrative $ 76,057 $ 67,733 $ 8,324 12 % General and administrative expenses increased by $8.3 million, or 12%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
These amounts were partially offset by a $6.6 million decrease in operating lease right-of-use assets due to normal amortization and a $2.8 million increase in accounts payable.
These amounts were partially offset by a $5.7 million decrease in operating lease liabilities due to lease payments and a $2.6 million decrease in accounts payable.
The increase was primarily due to a $20.8 million increase in personnel-related and other costs, which was driven by an increase in headcount, a $1.7 million increase in performance marketing costs to attract small and mid-sized customers, partially offset by a $5.6 million decrease in performance marketing costs for user acquisition as focus shifted to organic user acquisition channels.
The decrease was primarily due to a $14.7 million decrease in performance marketing costs for user acquisition as focus shifted to organic user acquisition channels and a $0.9 million decrease in performance marketing costs to attract local businesses, offset by a $15.3 million increase in personnel-related and other costs, inclusive of restructuring costs, which was driven by an increase in average headcount.
Provision for income taxes Year Ended December 31, Change (in thousands) 2022 2021 $ % Provision for income taxes $ 1,673 $ 157 $ 1,516 966 % Provision for income taxes increased by $1.5 million, or 966%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Provision for income taxes Year Ended December 31, Change (in thousands) 2023 2022 $ % Provision for income taxes $ 756 $ 1,673 $ (917) (55) % Provision for income taxes decreased by $0.9 million, or 55%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Performance marketing costs related to user acquisition largely consist of the distribution of mailed invitations and, to a lesser extent, digital advertising. Performance marketing costs related to small and mid-sized customer acquisition largely consists of digital advertising and, to a lesser extent, direct mail campaigns.
Performance marketing costs related to local business acquisition largely consists of digital advertising and, to a lesser extent, direct mail campaigns.
We recognize advertising revenue after satisfying our contractual performance obligation, which, for the majority of our advertising arrangements, is when an advertising impression is displayed to users. None of our arrangements contain minimum impression guarantees. We typically bill advertisers on a monthly basis and our payment terms vary by customer type and location.
Revenue Recognition We generate a majority of our revenue from the delivery of advertising services. We recognize advertising revenue after satisfying our contractual performance obligation, which, for the majority of our advertising arrangements, is when an advertising impression is displayed to users. None of our arrangements contain minimum impression guarantees.
To increase monetization, we are focused on serving more national brands by building out our salesforce, and enhancing our self-serve tools for customers of all sizes. We are also focused on increasing our user base and engagement in the United States and internationally, which will increase the opportunities for businesses to advertise on Nextdoor.
We are also focused on increasing our user base and engagement in the United States and internationally, which will increase the opportunities for businesses to advertise on Nextdoor.
The increase was primarily due to a $25.6 million increase in personnel-related costs primarily driven by an increase in headcount, a $2.5 million increase in third-party software costs, and a $1.2 million increase in allocated overhead costs reflecting an increase in headcount. 52 Table of Contents Sales and marketing Year Ended December 31, Change (in thousands, except percentages) 2022 2021 $ % Personnel-related and other $ 77,718 $ 56,950 $ 20,768 36 % Brand and performance marketing 33,628 37,534 (3,906) (10) % Neighbor services 11,836 11,946 (110) (1) % Total sales and marketing $ 123,182 $ 106,430 $ 16,752 16 % Sales and marketing expenses increased by $16.8 million, or 16%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
The increase was primarily due to a $20.2 million increase in personnel-related costs, inclusive of restructuring costs, primarily driven by an increase in average headcount, a $2.4 million increase in third-party software costs, and a $0.5 million increase in allocated overhead costs reflecting an increase in average headcount. 52 Table of Contents Sales and marketing Year Ended December 31, Change (in thousands, except percentages) 2023 2022 $ % Personnel-related and other $ 93,056 $ 77,718 $ 15,338 20 % Brand and performance marketing 18,054 33,628 (15,574) (46) % Neighbor services 11,815 11,836 (21) — % Total sales and marketing $ 122,925 $ 123,182 $ (257) — % Sales and marketing expenses decreased by $0.3 million for the year ended December 31, 2023 compared to the year ended December 31, 2022.
We believe that increased international monetization presents an important opportunity for growth, and we are working on localizing our product and expanding our operations to better serve our international user and customer base. We are still in the early stages of global expansion and will continue to evaluate expansion opportunities in our current international markets, and also in additional geographies.
We believe that increased international monetization presents an important opportunity for long-term growth, and we are working on localizing our product and expanding our operations to better serve our international user and customer base.
In September 2021, Apple released changes to the Apple email client available on its operating systems, including iOS 15 and iPadOS 15, which limit our ability to measure user engagement with emails containing monetizable content for users that use the Apple email client.
We also present WAUs by geography because we are more advanced in engagement and monetization in the United States than internationally. Beginning in September 2021, Apple introduced changes to the Apple email client available on its operating systems, which limit our ability to measure user engagement with emails containing monetizable content for users that use the Apple email client.
The incremental borrowing rate is a hypothetical rate based on the rate of interest we would have to pay to borrow on a collateralized basis over a similar term and amount equal to the lease payments in a similar economic environment. 56 Table of Contents Stock-based compensation Stock-based compensation expense for stock-based awards is measured based on the grant date fair value of the awards and recognized in the consolidated statements of operations on a straight-line basis over the requisite service period of the awards.
The incremental borrowing rate is a hypothetical rate based on the rate of interest we would have to pay to borrow on a collateralized basis over a similar term and amount equal to the lease payments in a similar economic environment.
Sales and marketing expenses also include brand and performance marketing for both user and small and mid-sized customer acquisition, and neighbor services, which includes personnel-related costs for our neighbor support team, our outsourced neighbor support function, and verification costs.
Sales and marketing expenses also include brand and performance marketing for both user and local business acquisition, and neighbor services, which includes personnel-related costs for our neighbor support team, our outsourced neighbor support function, and verification costs. Performance marketing costs related to user acquisition largely consist of the distribution of mailed invitations and, to a lesser extent, digital advertising.
Interest income Year Ended December 31, Change (in thousands, except percentages) (NM = Not Meaningful) 2022 2021 $ % Interest income $ 9,304 $ 177 $ 9,127 NM Interest income increased by $9.1 million for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Interest income Year Ended December 31, Change (in thousands, except percentages) 2023 2022 $ % Interest income $ 25,780 $ 9,304 $ 16,476 177 % Interest income increased by $16.5 million, or 177%, for the year ended December 31, 2023 compared to the year ended December 31, 2022. The increase was driven by higher interest rates.
Non-cash charges primarily consisted of $47.5 million of stock-based compensation expense and $4.2 million of depreciation and amortization expense.
Non-cash charges primarily consisted of $83.0 million of stock-based compensation expense and $5.8 million of depreciation and amortization expense, partially offset by $8.6 million of accretion on investments.
The net cash outflows from changes in operating assets and liabilities were primarily due to an $8.2 million increase in accounts receivable, a $4.1 million increase in prepaid expenses and other current assets, and a $5.8 million decrease in operating lease liabilities due to lease payments.
The net cash inflows from changes in operating assets and liabilities were primarily due to a $7.7 million increase in accrued expenses and other liabilities, a $6.9 million decrease in operating lease right-of-use assets due to normal amortization, and a $3.8 million decrease in prepaid expenses and other assets.
This was partially offset by proceeds from maturities of marketable securities of $366.8 million and proceeds from sales of marketable securities of $10.8 million. Cash used in investing activities for the year ended December 31, 2021 was $149.5 million, which consisted of purchases of marketable securities of $199.8 million and the purchase of property and equipment of $8.8 million.
Investing activities Cash provided by investing activities for the year ended December 31, 2023 was $66.5 million, which consisted of proceeds from maturities of marketable securities of $504.4 million and proceeds from sales of marketable securities of $155.4 million.
Overview At Nextdoor, our purpose is to cultivate a kinder world where everyone has a neighborhood they can rely on. Nextdoor is the neighborhood network that connects neighborhood stakeholders, including neighbors, businesses and public services, online and in real life to build stronger, more vibrant, and resilient neighborhoods.
Overview At Nextdoor, our purpose is to cultivate a kinder world where everyone has a neighborhood they can rely on. Neighbors around the world turn to Nextdoor to receive trusted information, give and get help, get things done, and build real world connections with those nearby — neighbors, businesses, and public services.
The increase was primarily due to a $4.5 million increase in personnel-related costs which was driven by an increase in headcount, a $4.5 million increase in insurance expenses, a $1.6 million increase in information technology costs, and a $1.6 million increase in professional services fees primarily related to operating as a public company.
The increase was primarily due to a $10.5 million increase in personnel-related costs, inclusive of restructuring costs, which was driven by an increase in average headcount, partially offset by a $2.7 million decrease in insurance expenses.
This was partially offset by $12.5 million of proceeds from the exercise of stock options, net of repurchases. Cash provided by financing activities for the year ended December 31, 2021 was $637.6 million, which consisted of $628.5 million in proceeds from the Business Combination and $15.3 million of proceeds from the exercise of stock options, net of repurchases.
Financing activities Cash provided by financing activities for the year ended December 31, 2023 was $8.9 million, which consisted of $7.2 million of proceeds from the exercise of stock options and $2.0 million of proceeds from the issuance of common stock under the employee stock purchase plan.
As of December 31, 2022, Nextdoor was in more than 305,000 neighborhoods around the world and in 1 in 3 households in the United States, and during the fourth quarter of 2022, we reached 78 million global Verified Neighbors. Nextdoor is built on the power of hyperlocal community.
By fostering these connections, both online and in the real world, Nextdoor builds stronger, more vibrant, and more resilient neighborhoods. As of December 31, 2023, Nextdoor was in more than 325,000 neighborhoods around the world and in 1 in 3 households in the United States.
WAUs, and we expect this international growth to continue to outpace U.S. growth in the near term. Quarterly Average Weekly Active Users (in millions) 2 Emails with monetizable content are emails with a primary purpose to regularly inform users about topics that are relevant to them, and are therefore appropriate for delivering ads to users.
Our WAU for the three months ended December 31, 2023 and 2022 was 41.8 million and 40.0 million, respectively, which represents 5% growth period over period. 1 Emails with monetizable content are emails with a primary purpose to regularly inform users about topics that are relevant to them, and are therefore appropriate for delivering ads to users.