Biggest changeThe results of historical periods are not necessarily indicative of the results of operations for any future period. 57 Table of Contents Year Ended December 31, 2022 2021 % Change (in thousands) Subscription revenue $ 153,287 $ 86,551 77 % Hardware revenue 47,884 952 4,930 % Other revenue 27,134 25,140 8 % Total revenue 228,305 112,643 103 % Cost of subscription revenue 30,659 17,807 72 % Cost of hardware revenue 45,441 1,340 3,291 % Cost of other revenue 3,607 3,621 0 % Total cost of revenue 79,707 22,768 250 % Gross Profit 148,598 89,875 65 % Operating expenses (1) : Research and development 102,480 50,994 101 % Sales and marketing 92,419 47,473 95 % General and administrative 48,110 23,670 103 % Total operating expenses 243,009 122,137 99 % Loss from operations (94,411) (32,262) 193 % Other income (expense): Convertible notes fair value adjustment 1,786 (511) (450) % Derivative liability fair value adjustment 1,295 (733) (277) % Other income (expense), net 13 (178) (107) % Total other income (expense), net 3,094 (1,422) (318) % Loss before income taxes (91,317) (33,684) 171 % Provision (benefit) for income taxes 312 (127) (346) % Net loss (91,629) (33,557) 173 % Change in foreign currency translation adjustment (6) — 100 % Total comprehensive loss $ (91,635) $ (33,557) 173 % ____________________ (1) Includes stock-based compensation expense as follows: Year Ended December 31, 2022 2021 % Change (in thousands) Cost of revenue Subscription costs $ 684 $ 444 54 % Hardware costs 514 13 3,854 % Other costs 237 65 265 % Total cost of revenue 1,435 522 Research and development 19,431 7,457 161 % Sales and marketing 3,834 752 410 % General and administrative 9,980 3,207 211 % Total stock-based compensation expense $ 34,680 $ 11,938 191 % 58 Table of Contents The following table sets forth our results of operations as a percentage of revenue: Year Ended December 31, 2022 2021 Subscription revenue 67 % 77 % Hardware revenue 21 % 1 % Other revenue 12 % 22 % Total revenue 100 % 100 % Cost of subscription revenue 13 % 16 % Cost of hardware revenue 20 % 1 % Cost of other revenue 2 % 3 % Total cost of revenue 35 % 20 % Gross Profit 65 % 80 % Operating expenses: Research and development 45 % 45 % Sales and marketing 40 % 42 % General and administrative 21 % 21 % Total operating expenses 106 % 108 % Loss from operations (41) % (29) % Other income (expense): Convertible notes fair value adjustment 1 % 0 % Derivative liability fair value adjustment 1 % (1) % Other income (expense), net 0 % 0 % Total other income (expense), net 1 % (1) % Loss before income taxes (40) % (30) % Provision (benefit) for income taxes 0 % 0 % Net loss (40) % (30) % Change in foreign currency translation adjustment 0 % 0 % Total comprehensive loss (40) % (30) % Comparison of the years ended December 31, 2022 and 2021.
Biggest changeYear Ended December 31, 2023 2022 2021 (in thousands) Subscription revenue $ 220,794 $ 153,287 $ 86,551 Hardware revenue 58,178 47,884 952 Other revenue 25,546 27,134 25,140 Total revenue 304,518 228,305 112,643 Cost of subscription revenue 30,975 30,659 17,807 Cost of hardware revenue 47,384 45,441 1,340 Cost of other revenue 3,522 3,607 3,621 Total cost of revenue (1) 81,881 79,707 22,768 Gross profit 222,637 148,598 89,875 Operating expenses (1) : Research and development 100,965 102,480 50,994 Sales and marketing 99,072 92,419 47,473 General and administrative 52,583 48,110 23,670 Total operating expenses 252,620 243,009 122,137 Loss from operations (29,983) (94,411) (32,262) Other income (expense): Convertible notes fair value adjustment (684) 1,786 (511) Derivative liability fair value adjustment (116) 1,295 (733) Other income (expense), net 3,228 13 (178) Total other income (expense), net 2,428 3,094 (1,422) Loss before income taxes (27,555) (91,317) (33,684) Provision for (benefit from) income taxes 616 312 (127) Net loss (28,171) (91,629) (33,557) Change in foreign currency translation adjustment 15 (6) — Total comprehensive loss $ (28,156) $ (91,635) $ (33,557) ____________________ (1) Includes stock-based compensation expense as follows: 62 Table of Contents Year Ended December 31, 2023 2022 % Change (in thousands) Cost of revenue Subscription costs $ 651 $ 684 (5) % Hardware costs 1,096 514 113 % Other costs 43 237 (82) % Total cost of revenue 1,790 1,435 Research and development 22,015 19,431 13 % Sales and marketing 3,059 3,834 (20) % General and administrative 11,648 9,980 17 % Total stock-based compensation expense $ 38,512 $ 34,680 11 % The following table sets forth our results of operations as a percentage of revenue: Year Ended December 31, 2023 2022 2021 Subscription revenue 73 % 67 % 77 % Hardware revenue 19 % 21 % 1 % Other revenue 8 % 12 % 22 % Total revenue 100 % 100 % 100 % Cost of subscription revenue 10 % 13 % 16 % Cost of hardware revenue 16 % 20 % 1 % Cost of other revenue 1 % 2 % 3 % Total cost of revenue (1) 27 % 35 % 20 % Gross profit 73 % 65 % 80 % Operating expenses (1) : Research and development 33 % 45 % 45 % Sales and marketing 33 % 40 % 42 % General and administrative 17 % 21 % 21 % Total operating expenses 83 % 106 % 108 % Loss from operations (10) % (41) % (29) % Other income (expense): Convertible notes fair value adjustment — % 1 % — % Derivative liability fair value adjustment — % 1 % (1) % Other income, net 1 % — % — % Total other income, net 1 % 1 % (1) % Loss before income taxes (9) % (40) % (30) % Provision for (benefit from) income taxes — % — % — % Net loss (9) % (40) % (30) % Change in foreign currency translation adjustment — % — % — % Total comprehensive loss (9) % (40) % (30) % ___________________ (1) Includes stock-based compensation expense as follows: 63 Table of Contents Comparison of the years ended December 31, 2023 and 2022: Revenue Year Ended December 31, Change 2023 2022 $ % (in thousands) Subscription revenue $ 220,794 $ 153,287 $ 67,507 44 % Hardware revenue 58,178 47,884 10,294 21 % Other revenue 25,546 27,134 (1,588) (6) % Total revenue $ 304,518 $ 228,305 $ 76,213 33 % Total revenue increased $76.2 million, or 33%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022.
Investing Activities For the year ended December 31, 2022, net cash used in investing activities was $111.6 million, which relates to $110.9 million of cash paid for the Tile Acquisition, net of cash acquired and $0.7 million related to the capitalization of internal use software costs.
For the year ended December 31, 2022, net cash used in investing activities was $111.6 million, which relates to $110.9 million of cash paid for the Tile Acquisition, net of cash acquired and $0.7 million related to the capitalization of internal use software costs.
These expenses include employee-related costs associated with our cloud-based infrastructure and our customer support organization, third-party hosting fees, software, and maintenance costs, outside services associated with the delivery of our subscription services, personnel-related expenses, amortization of acquired intangibles and allocated overhead, such as facilities, including rent, utilities, depreciation on equipment shared by all departments, credit card and transaction processing fees, and shared information technology costs.
These expenses include personnel-related costs associated with our cloud-based infrastructure and our customer support organization, third-party hosting fees, software, and maintenance costs, outside services associated with the delivery of our subscription services, amortization of acquired intangibles and allocated overhead, such as facilities, including rent, utilities, depreciation on equipment shared by all departments, credit card and transaction processing fees, and shared information technology costs.
Financing Activities For the year ended December 31, 2022, net cash provided by financing activities was $27.7 million, which relates to $32.2 million of proceeds from a capital raise, $2.4 million of proceeds from the exercise of options, and $0.6 million of proceeds from the repayment of notes due from affiliates, partially offset by $4.1 million of taxes paid related to net settlement of equity awards and $3.5 million of repayment of convertible notes.
For the year ended December 31, 2022, net cash provided by financing activities was $27.7 million, which primarily relates to $32.2 million of proceeds from a capital raise, $2.4 million of proceeds from the exercise of options, and $0.6 million of proceeds from the repayment of notes due from affiliates, partially offset by $4.1 million of taxes paid related to net settlement of equity awards and $3.5 million of repayment of convertible notes.
Net cash used in operating activities is impacted by our net loss adjusted for certain non-cash items, including depreciation and amortization expenses, amortization of costs capitalized to obtain contracts, change in fair value of convertible notes, derivative liability, and contingent consideration, and stock-based compensation, as well as the effect of changes in operating assets and liabilities.
Net cash provided by (used in) operating activities is impacted by our net loss adjusted for certain non-cash items, including depreciation and amortization expenses, amortization of costs capitalized to obtain contracts, change in fair value of convertible notes, derivative liability, and contingent consideration, and stock-based compensation, as well as the effect of changes in operating assets and liabilities.
The non-cash charges primarily consisted of $34.7 million in stock-based compensation, $9.2 million of depreciation and amortization, $5.3 million in gains on revaluation of contingent consideration, $2.9 million of amortization of costs capitalized to obtain contracts, $1.8 million gain in convertible notes fair value adjustment, $1.5 million non-cash revenue from affiliate, and $1.3 million gain in derivative liability fair value adjustment.
The non-cash charges primarily consisted of $34.7 million in stock-based compensation, $9.2 million of depreciation and amortization, $5.3 million gain on revaluation of contingent consideration, $2.9 million of amortization of costs capitalized to obtain contracts, $1.8 million gain in convertible notes fair value adjustment, $1.5 million non-cash revenue from affiliate, and $1.3 million gain in derivative liability fair value adjustment.
Personnel-related expenses include salaries, bonuses, benefits, and stock-based compensation for operations personnel. We plan to continue increasing the capacity and enhancing the capability and reliability of our infrastructure to support user growth and increased use of our platform. We expect the cost of revenue will increase in absolute dollars in future periods.
Personnel-related expenses include salaries, bonuses, benefits, and stock-based compensation for operations personnel. We plan to continue increasing the capacity and enhancing the capability and reliability of our infrastructure to support user growth and increased use of our platform. We expect that cost of revenue will increase in absolute dollars in future periods.
Our business model is based on attracting new members to our platform, converting free members to subscribers, and retaining and expanding subscriptions over time. Our continued success depends in part on our ability to offer compelling new products and features to our members, and to continue providing a quality user experience to retain paying subscribers.
Our business model is based on attracting new members to our platform, converting free members to subscribers, and retaining and expanding subscriptions over time. Our continued success depends in part on our ability to offer compelling new products and features to our members, and to continue providing a quality user experience to convert and retain paying subscribers.
Key operating metrics are presented in millions, except ARPPC, Average Revenue per Paying Subscription (“ARPPS”) and Net Average Sales Price (“ASP”), however percentage changes are calculated based on actual results. As a result, percentage changes may not recalculate based on figures presented due to rounding.
Key operating metrics are presented in millions, except ARPPC, Average Revenue per Paying Subscription (“ARPPS”) and Average Sales Price (“ASP”), however percentage changes are calculated based on actual results. As a result, percentage changes may not recalculate based on figures presented due to rounding.
Personnel-related expenses include salaries, bonuses, benefits, and stock-based compensation for operations personnel. Cost of Other Revenue Cost of other revenue includes cloud-based hosting costs, as well as costs of product operations functions and employee-related costs associated with our data platform. Personnel-related expenses include salaries, bonuses, benefits, and stock-based compensation for operations personnel.
Personnel-related expenses include salaries, bonuses, benefits, and stock-based compensation for operations personnel. Cost of Other Revenue Cost of other revenue includes cloud-based hosting costs, as well as costs of product operations functions and personnel-related costs associated with our data platform.
Monthly Active Users We have a large and growing global member base as of December 31, 2022. A Life360 Monthly Active User (“MAU”) is defined as a unique user who engages with our Life360 branded services each month, which includes both paying and non-paying members.
Monthly Active Users We have a large and growing global member base as of December 31, 2023. A Life360 monthly active user (“MAU”) is defined as a unique user who engages with our Life360 branded services each month, which includes both paying and non-paying members.
Research and Development Our research and development expenses consist primarily of employee-related costs for our engineering, product, and design teams, material costs of building and developing prototypes for new products, mobile app development and allocated overhead. We believe that continued investment in our platform is important for our growth.
Research and Development Our research and development expenses consist primarily of personnel-related costs for our engineering, product, and design teams, material costs of building and developing prototypes for new products, mobile app development and allocated overhead. We believe that continued investment in our platform is important for our growth.
If we are unable to raise additional capital on terms acceptable to us or generate cash flows necessary to expand our operations and invest in continued innovation, we may not be able to compete successfully, which would harm our business, financial condition and results of operations. On March 10, 2023, we had a banking relationship with SVB.
If we are unable to raise additional capital on terms acceptable to us or generate cash flows necessary to expand our operations and invest in continued innovation, we may not be able to compete successfully, which would harm our business, financial condition and results of operations. 69 Table of Contents On March 10, 2023, we had a banking relationship with SVB.
We accelerate our organic member acquisition with strategic and targeted paid marketing spend. We expect to continue to invest in product and marketing, while balancing growth with strong unit economics. As we continue to expand internationally, we may increase our targeted marketing investments. Ability to Attract New and Repeat Purchasers of Our Hardware Tracking Devices.
We accelerate our organic member acquisition with strategic and targeted paid marketing spend. We expect to continue to invest in product and marketing, while balancing growth with strong unit economics. As we continue to expand internationally, we may increase our targeted marketing investments. 58 Table of Contents Ability to Attract New and Repeat Purchasers of Our Hardware Tracking Devices.
Our process for determining the SSP considers multiple factors including consumer behaviors, our internal pricing model, and cost-plus margin, and may vary depending upon the facts and circumstances related to each deliverable. For business-to-business hardware sales, we will estimate the expected consideration amount after credits and discounts.
Our process for determining the SSP considers multiple factors including consumer behaviors, our internal pricing model, and cost-plus margin, and may vary depending upon the facts and circumstances related to each performance obligation. For business-to-business hardware sales, we will estimate the expected consideration amount after credits and discounts.
Our brand is trusted by approximately 49 million members as of December 31, 2022, and because we know the value of trust is immeasurable, we will continue to work tirelessly to ensure that we provide useful, reliable, trustworthy and innovative products and services. Attract, Retain and Convert Members .
Our brand is trusted by approximately 61 million members as of December 31, 2023, and because we know the value of trust is immeasurable, we will continue to work tirelessly to ensure that we provide useful, reliable, trustworthy and innovative products and services. Attract, Retain and Convert Members .
Amounts that have been billed are initially recorded as deferred revenue until the revenue is recognized. Hardware Revenue We generate a majority of our hardware revenue from the sale of the Tile and Jiobit hardware tracking devices and related accessories. For hardware and accessories, revenue is recognized at the time products are delivered.
Amounts that have been billed are initially recorded as deferred revenue until the revenue is recognized. Hardware Revenue We generate our hardware revenue from the sale of hardware tracking devices and related accessories. For hardware and accessories, revenue is recognized at the time products are delivered.
As of December 31, 2022 and 2021, we had deferred revenue of $32.8 million and $13.9 million, respectively, of which $30.1 million and $13.9 million is expected to be recorded as revenue in the next 12 months, provided all other revenue recognition criteria have been met.
As of December 31, 2023 and 2022, we had deferred revenue of $35.8 million and $32.8 million, respectively, of which $33.9 million and $30.1 million is expected to be recorded as revenue in the next 12 months, respectively, provided all other revenue recognition criteria have been met.
Please refer to “—Results of Operations” for additional metrics management reviews in conjunction with the consolidated financial statements.
Please refer to “Results of Operations” for additional metrics management reviews in conjunction with the consolidated financial statements.
Our cash flow activities were as follows for the periods presented: Year Ended December 31, 2022 2021 (in thousands) Net cash used in operating activities $ (57,055) $ (12,153) Net cash used in investing activities (111,634) (7,064) Net cash provided by financing activities 27,709 193,951 Net Increase (Decrease) in Cash, Cash Equivalents, and Restricted Cash $ (140,980) $ 174,734 64 Table of Contents Operating Activities Our largest source of operating cash is cash collections from our paying users for subscriptions to our platform and hardware device sales.
Our cash flow activities were as follows for the periods presented: Year Ended December 31, 2023 2022 2021 (in thousands) Net cash provided by (used in) operating activities $ 7,524 $ (57,055) $ (12,153) Net cash used in investing activities (2,221) (111,634) (7,064) Net cash provided by (used in) financing activities (24,955) 27,709 193,951 Net Increase (Decrease) in Cash, Cash Equivalents, and Restricted Cash $ (19,652) $ (140,980) $ 174,734 Operating Activities Our largest source of operating cash is cash collections from our paying users for subscriptions to our platform and hardware device sales.
This information should be read in conjunction with our consolidated financial statements and related notes included elsewhere in this Annual Report on Form 10-K.
We have derived this data from our consolidated financial statements included elsewhere in this Annual Report on Form 10-K. This information should be read in conjunction with our consolidated financial statements and related notes included elsewhere in this Annual Report on Form 10-K.
We believe that our ability to recruit talent is aided by our reputation. Seasonality . We experience seasonality in our user growth, engagement, Paying Circles growth and monetization on our platform. Life360 has historically experienced member and subscription growth seasonality in the third quarter of each calendar year, which includes the return to school for many of our members.
We experience seasonality in our user growth, engagement, Paying Circles growth and monetization on our platform. Life360 has historically experienced member and subscription growth seasonality in the third quarter of each calendar year, which includes the return to school for many of our members.
The remaining increase of $0.2 million is attributable to other general and administrative expenses associated with Company growth. 61 Table of Contents Convertible Notes Fair Value Adjustment For the years ended December 31, 2022 and 2021, the Company recorded a gain associated with the convertible notes fair value adjustment of $1.8 million and a loss of $0.5 million, respectively.
The remaining increase of $1.0 million is attributable to other general and administrative expenses. Convertible Notes Fair Value Adjustment For the years ended December 31, 2023 and 2022, the Company recorded a loss associated with the convertible notes fair value adjustment of $0.7 million and a gain of $1.8 million, respectively.
The average number of paying subscribers is calculated by adding the number of paying subscribers as of the beginning of the period to the number of paying subscribers as of the end of the period, and then dividing by two.
The average number of paying subscribers is calculated by adding the number of paying subscribers as of the beginning of the period to the number of paying subscribers as of the end of the period, and then dividing by two. Paying subscribers represent subscribers who have been billed as of the end of the period.
For the year ended December 31, 2022, net cash used in operating activities was $57.1 million. The primary factors affecting our operating cash flows during this period were our net loss of $91.6 million, impacted by $37.3 million of non-cash charges, and $2.8 million of cash provided by changes in our operating assets and liabilities.
The primary factors affecting our operating cash flows during this period were our net loss of $91.6 million, impacted by $37.3 million of non-cash charges, and $2.8 million of cash provided by changes in our operating assets and liabilities.
We are in the process of transferring our accounts to one or more alternate depository institutions, the financial position of which management believes does not expose our company to significant credit risk or jeopardize our liquidity.
We have transferred more than 80% of our accounts to one or more alternate depository institutions, the financial position of which management believes does not expose our company to credit risk or jeopardize our liquidity.
A discussion of our financial condition and results of operations for the year ended December 31, 2021 compared to the year ended December 31, 2020 is included under “Management’s Discussion and Analysis of Financial Condition and Results of Operations” within our Form 10.
A discussion of our financial condition and results of operations for the year ended December 31, 2022 compared to the year ended December 31, 2021 is included under “Management’s Discussion and Analysis of Financial Condition and Results of Operations” within our Form 10-K filed with the SEC on March 23, 2023.
International Expansion . We believe our global opportunity is significant, and to address this opportunity, we intend to continue to invest in sales and marketing efforts and infrastructure and personnel to support our international expansion, including undertaking initiatives such as the first international launch of our subscription offering in Canada during the three months ended December 31, 2021.
We believe our global opportunity is significant, and to address this opportunity, we intend to continue to invest in sales and marketing efforts and infrastructure and personnel to support our international expansion, including undertaking initiatives such as the international launch of our subscription offerings in United Kingdom for the year ended December 31, 2023.
Gross Profit and Gross Profit Margin Our gross profit has been, and may in the future be, influenced by several factors, including timing of capital expenditures and related depreciation expense, increases in infrastructure costs, component costs, contract manufacturing and supplier pricing, and foreign currency exchange rates.
Personnel-related expenses include salaries, bonuses, benefits, and stock-based compensation for operations personnel. 60 Table of Contents Gross Profit and Gross Profit Margin Our gross profit has been, and may in the future be, influenced by several factors, including timing of capital expenditures and related depreciation expense, increases in infrastructure costs, component costs, contract manufacturing and supplier pricing, and foreign currency exchange rates.
The Company has no segment managers who are held accountable by the CODM for operations, operating results, and planning for levels of components below the consolidated unit level. In the future, the Company plans to integrate Life360, Tile and Jiobit into one platform. Revenue Subscription Revenue We generate revenue from sales of subscriptions on our platforms.
The Company has no segment managers who are held accountable by the CODM for operations, operating results, and planning for levels of components below the consolidated unit level. 59 Table of Contents Revenue Subscription Revenue We generate revenue from sales of subscriptions on our platforms.
Other Income (Expense), net Other income (expense), net consists of interest income earned on our cash and cash equivalents balances, foreign currency exchange (losses)/gains related to the remeasurement of certain assets and liabilities of our foreign subsidiaries that are denominated in currencies other than the functional currency of the subsidiary and foreign exchange transactions gains/(losses) and interest expense primarily related to the Convertible Notes.
Other Income (Expense), net Other income (expense), net consists of interest income earned on our cash and cash equivalents balances, foreign currency exchange (losses)/gains related to the remeasurement of certain assets and liabilities of our foreign subsidiaries that are denominated in currencies other than the functional currency of the subsidiary and foreign exchange transactions gains/(losses) and interest expense primarily related to the Convertible Notes. 61 Table of Contents Provision for (Benefit from) Income Taxes Provision for (benefit from) income taxes consists of U.S. federal and state income taxes in jurisdictions in which we conduct business.
Average Paying Circles are calculated based on adding the number of Paying Circles as of the beginning of the period to the number of Paying Circles as of the end of the period, and then dividing by two. For the years ended December 31, 2022 and 2021, our ARPPC was $95.40 and $80.20, respectively.
Average Paying Circles are calculated based on adding the number of Paying Circles as of the beginning of the period to the number of Paying Circles as of the end of the period, and then dividing by two. For the years ended December 31, 2023 and 2022, our ARPPC was $121.09 and $96.95, respectively, representing a 25% increase year-over-year.
As of December 31, 2022 and 2021, we had approximately 1.5 million and 1.2 million paid subscribers to services under our Life360 brand, respectively, representing an increase of 23% year-over-year.
As of December 31, 2023 and 2022, we had approximately 2.4 million and 2.1 million paid subscribers to services under Life360, Tile, and Jiobit brands, respectively, representing an increase of 17% year-over-year.
The cash used by changes in our operating assets and liabilities was primarily due to a $4.7 million increase in accrued expenses and other liabilities, a $1.7 million increase in deferred revenue, and a $0.6 million increase in accounts payable.
The cash used by changes in our operating assets and liabilities was primarily due to an increase of $9.1 million in accounts receivable, net, a decrease of $7.9 million in accounts payable, and an increase of $6.7 million in prepaid expenses and other assets.
Key Factors Affecting Our Performance As we focus on growing our customers and revenue, and achieving profitability while investing for the future and managing risk, expenses and capital, the following factors and others identified in the section of this Annual Report on Form 10-K titled “Risk Factors” have been important to our business and we expect them to impact our operations in future periods: Ability to Retain Trusted Brand .
Key Factors Affecting Our Performance As we focus on growing our customers and revenue, and achieving profitability while investing for the future and managing risk, expenses and capital, the following factors and others identified in the section of this Annual Report on Form 10-K titled “Item 1A.
Liquidity and Capital Resources We believe that our existing cash and cash equivalents and cash provided by sales of our subscriptions and hardware devices will be sufficient to support working capital and capital expenditure requirements for at least the next 12 months.
We believe our existing cash and cash equivalents and cash provided by sales of our subscriptions and hardware devices will be sufficient to support working capital and capital expenditure requirements for at least the next 12 months. Our future capital requirements will depend on many factors and as a result, we may be required to seek additional capital.
For the year ended December 31, 2021, net cash used in operating activities was $12.2 million. The primary factors affecting our operating cash flows during this period were our net loss of $33.6 million, impacted by $21.8 million non-cash charges and $0.4 million of cash used by changes in our operating assets and liabilities.
For the year ended December 31, 2023, net cash provided by operating activities was $7.5 million. The primary factors affecting our operating cash flows during this period were our net loss of $28.2 million, impacted by $49.1 million of non-cash adjustments, and $13.4 million of cash used by changes in our operating assets and liabilities.
For arrangements with multiple performance obligations where the contracted price differs from the stand-alone selling price (the “SSP”) for any distinct good or service, we may be required to allocate the transaction price to each performance obligation using our best estimates for the SSP.
Some of our contracts with customers contain multiple performance obligations, primarily hardware and subscription services for hardware tracking devices. For arrangements with multiple performance obligations where the contracted price differs from the SSP for any distinct good or service, we may be required to allocate the transaction price to each performance obligation using our best estimates for the SSP.
Our subscription arrangements do not provide customers with the right to take possession of the software supporting the platform and, as a result, are accounted for as service arrangements.
We sell subscriptions to our platform through arrangements that are generally monthly to annual in length. Our arrangements are generally non-cancellable and non-refundable. Our subscription arrangements do not provide customers with the right to take possession of the software supporting the platform and, as a result, are accounted for as service arrangements.
General and Administrative Year Ended December 31, Change 2022 2021 $ % (in thousands) General and administrative $ 48,110 $ 23,670 $ 24,440 103 % General and administrative expense increased $24.4 million, or 103%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021.
General and Administrative Year Ended December 31, Change 2023 2022 $ % (in thousands) General and administrative $ 52,583 $ 48,110 $ 4,473 9 % General and administrative expense increased $4.5 million, or 9%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022.
Hardware sales have historically experienced revenue seasonality in the fourth quarter of each calendar year, which includes the important selling periods in November (Black Friday and Cyber Monday) and December (Christmas and Hanukkah) in large part due to seasonal holiday demand. As the majority of revenue is generated within the United States, our seasonality primarily relates to U.S. events.
Hardware sales have historically experienced comparatively higher seasonal growth in the fourth quarter of each calendar year, which includes the important selling periods in November (Black Friday and Cyber Monday) and December (Christmas and Hanukkah) in large part due to seasonal holiday demand.
We sell hardware tracking devices and accessories through a number of channels including our websites, brick and mortar retail and online retail. 55 Table of Contents Other Revenue We also generate revenue through data monetization arrangements with certain third parties through data acquisition and license agreements for data collected from our member base for purposes of targeted advertising, research, analytics, attribution, and other commercial purposes.
Other Revenue We also generate revenue through data monetization arrangements with certain third parties through data acquisition and license agreements for data collected from our member base for purposes of targeted advertising, research, analytics, attribution, and other commercial purposes.
Research and Development Year Ended December 31, Change 2022 2021 $ % (in thousands) Research and development $ 102,480 $ 50,994 $ 51,486 101 % Research and development expenses increased $51.5 million, or 101%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021.
Research and Development Year Ended December 31, Change 2023 2022 $ % (in thousands) Research and development $ 100,965 $ 102,480 $ (1,515) (1) % Research and development expenses decreased $1.5 million, or 1%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022.
We grow the number of Paying Circles by increasing our free member base, converting free members to subscribers, and retaining them over time with the provision of high-quality family and safety services. We have experienced strong recent growth in the number of paying subscribers.
We grow the number of Paying Circles by increasing our free member base, converting free members to subscribers, and retaining them over time with the provision of high-quality family and safety services. Below is a comparison of Paying Circles as of December 31, 2022 using the current and prior definitions (in millions).
The remaining increase of $0.3 million is attributable to other expenses associated with Company growth.
The remaining increase of $0.2 million is attributable to other cost of hardware revenue associated with our growth.
As of December 31, 2022 and 2021, we had approximately 48.6 million and approximately 35.5 million MAUs on the Life360 Platform, respectively, representing an increase of 37% year-over-year. We believe this has been driven by continued strong organic member growth and retention. Paying Circles We define a Paying Circle as a group of Life360 users with a paying subscription.
As of December 31, 2023 and 2022, we had approximately 61.4 million and 48.6 million MAUs on the Life360 Platform, respectively, representing an increase of 26% year-over-year. We believe this has been driven by continued strong new user growth and retention.
In addition to historical consolidated financial information, the following discussion contains forward-looking statements that involve risks and uncertainties. Our actual results could differ materially from those discussed in the forward-looking statements as a result of a variety of factors, including but not limited to those discussed in “Risk Factors” and “Forward-Looking Statements” in this Annual Report on Form 10-K.
Our actual results could differ materially from those discussed in the forward-looking statements as a result of a variety of factors, including but not limited to those discussed in “Risk Factors” and “Forward-Looking Statements” in this Annual Report on Form 10-K. 57 Table of Contents A discussion of our financial condition and results of operations for the year ended December 31, 2023 compared to the year ended December 31, 2022 is presented below.
On March 13, 2023, we regained access to our funds held in SVB accounts. While we have not experienced any losses in such accounts, the recent failure of SVB exposed us to significant credit risk prior to the completion by the FDIC of the resolution of SVB in a manner that fully protected all depositors.
While we did not experience any losses in such accounts, the recent failure of SVB exposed us to credit risk as it relates to our direct deposits in excess of the FDIC insured limits, prior to the completion by the FDIC of the resolution of SVB in a manner that fully protected all depositors.
Our business relies on the ability to attract and retain talent, including engineers, data scientists, designers and software developers. As of December 31, 2022, we had approximately 600 employees and contractors. Our core values are aimed at simplifying safety for families and we believe there are people who want to work at a values-driven company like Life360.
As of December 31, 2023, we had approximately 508 employees and contractors. Our core values are aimed at simplifying safety for families and we believe there are people who want to work at a values-driven company like Life360. We believe that our ability to recruit talent is aided by our reputation. Seasonality .
Other revenue increased $2.0 million, or 8%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021, due to our strategic shift to focus on a single aggregated data arrangement and the transition period term overlap with legacy agreements.
Other revenue decreased $1.6 million, or 6%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022, due to the short-term impacts of our strategic shift to focus on a single aggregated data partner and the terms associated with the arrangement.
Sales and Marketing Year Ended December 31, Change 2022 2021 $ % (in thousands) Sales and marketing $ 92,419 $ 47,473 $ 44,946 95 % Sales and marketing expenses increased $44.9 million, or 95%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021.
Sales and Marketing Year Ended December 31, Change 2023 2022 $ % (in thousands) Sales and marketing $ 99,072 $ 92,419 $ 6,653 7 % 65 Table of Contents Sales and marketing expenses increased $6.7 million, or 7%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022.
Critical Accounting Policies and Significant Management Estimates We prepare our consolidated financial statements in accordance with GAAP. The preparation of consolidated financial statements also requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues, costs and expenses and related disclosures.
The preparation of consolidated financial statements also requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues, costs and expenses and related disclosures. We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances.
Accordingly, an unexpected decrease in sales over those traditionally high-volume selling periods may impact our revenue, result in surplus inventory and could have a disproportionate effect on our operating results for the entire fiscal year. Seasonality in our business can also be affected by introductions of new or enhanced products and services, including the costs associated with such introductions.
As the majority of revenue is generated within the United States, our seasonality primarily relates to U.S. events. Accordingly, an unexpected decrease in sales over those traditionally high-volume selling periods may impact our revenue, result in surplus inventory and could have a disproportionate effect on our operating results for the entire fiscal year.
We are continually evaluating new product offerings that are aligned with our core competencies and the needs of families across the life stage continuum. For example, our acquisition of Tile gives our members the ability to seamlessly leverage Bluetooth-enabled smart trackers, which can equip nearly any item—such as wallets, keys or remotes—with location-based finding technology.
For example, our acquisition of Tile gives our members the ability to seamlessly leverage Bluetooth-enabled smart trackers, which can equip nearly any item—such as wallets, keys or remotes—with location-based finding technology. Likewise, our acquisition of Jiobit allows subscribers to track family members and pets wearing Jiobit devices via GPS-enabled trackers on the Jiobit app.
Average Revenue per Paying Circle We define Average Revenue per Paying Circle (“ARPPC”) as subscription revenue derived from the Life360 mobile application for the reported period divided by the Average Paying Circles during the same period.
As of December 31, 2022 Paying Circles (current definition) 1.49 Paying Circles (prior definition) 1.52 % Change (1.8) % Average Revenue per Paying Circle We define Average Revenue per Paying Circle (“ARPPC”) as subscription revenue derived from the Life360 mobile application, excluding certain revenue adjustments related to bundled Life360 subscription and hardware offerings, for the reported period divided by the Average Paying Circles during the same period.
We strongly believe in our vision to become the indispensable safety membership for families, with a suite of safety services that span every life stage of the family. Our business model and future success are dependent on the value and reputation of the Life360, Jiobit and Tile brands.
Risk Factors” have been important to our business and we expect them to impact our operations in future periods: Ability to Retain Trusted Brand . We strongly believe in our vision to become the indispensable safety membership for families, with a suite of safety services that span every life stage of the family.
Each subscription covers all members in the payor’s Circle so everyone in the Circle can utilize the benefits of a Life360 Membership, including access to premium location, driving, digital and emergency safety insights and services.
Each subscription covers all members in the payor’s Circle so everyone in the Circle can utilize the benefits of a Life360 Membership, including access to premium location, driving, digital and emergency safety insights and services. 67 Table of Contents As of December 31, 2023 and 2022, we had approximately 1.8 million and 1.5 million paid subscribers to services under our Life360 brand, respectively, representing an increase of 21% year-over-year.
This increase was primarily due to a $24.4 million increase in marketing expenses consisting of increases of $9.8 million in paid user acquisition spend, $9.5 million in Channel Partner commission charges, $4.1 million in television advertising spend, and $1.0 million in other marketing spend, respectively.
The increase was primarily due to a $10.1 million increase in marketing expenses consisting of increases of $11.3 million in Channel Partner commission charges due to increased subscription sales and $2.1 million in paid user acquisition spend, partially offset by a $3.3 million decrease in other marketing spend.
We continue to develop new monetization features leveraging our core technologies to offer additional services, expand into more stages of families and enter new verticals to increase adoption.
We continue to develop new monetization features leveraging our core technologies to offer additional services, expand into more stages of families and enter new verticals to increase adoption. Many factors will affect the ARPPC including the number of Paying Circles, mix of monetization offerings on our platform, as well as demographic shifts and geographic differences across these variables.
As a result of an increase in Paying Circles combined with an increased mix of sales towards higher-priced subscription plans, we experienced an increase of 19% in our ARPPC year-over-year. ARPPC is a key indicator utilized by Life360 to determine the effective penetration of our tiered product offering for Paying Circles.
The year-over-year increase in ARPPC is a result of subscription price increases for U.S. Life360 subscriptions, which were implemented beginning in August 2022. ARPPC is a key indicator utilized by Life360 to determine the effective penetration of our tiered product offering for Paying Circles.
Other Income (Expense), Net Other income (expense), net increased $0.2 million, or 107%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021. Other income (expense) includes interest income, foreign exchange losses, and interest expense associated with the Convertible Notes.
Other Income (Expense), Net Other income (expense), net increased $3.2 million, or 24,731%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022.
Provision (Benefit) for Income Taxes Provision (benefit) for income taxes consists of U.S. federal and state income taxes in jurisdictions in which we conduct business. We maintain a full valuation allowance on our federal and state deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized.
We maintain a full valuation allowance on our federal and state deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized. Results of Operations The following tables set forth our consolidated statement of operations and comprehensive loss for the years ended December 31, 2023, 2022, and 2021.
The change in fair value is primarily driven by the share price volatility and reduction in time to convert. Derivative Liability Fair Value Adjustment The derivative liability fair value decreased by $1.3 million, or 93%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021.
The changes in fair value are primarily driven by the share price volatility and reduction in time to convert. Derivative Liability Fair Value Adjustment For the years ended December 31, 2023 and 2022, the Company recorded a loss associated with the derivative liability fair value adjustment of $0.1 million and a gain of $1.3 million, respectively.
Net Average Sales Price To determine the net ASP of a unit, we divide hardware revenue recognized during a period by the number of net hardware units shipped (“ASP”) during the same period. ASP is largely driven by the price we charge customers, including the price we charge our retail partners, net of customer allowances, and directly to consumers.
Net Average Sales Price To determine the net average sales price (“ASP”) of a unit, we divide hardware revenue recognized, excluding certain revenue adjustments related to bundled Life360 subscriptions and hardware offerings, for the reported period by the number of net hardware units shipped during the same period.
To the extent that there are differences between our estimates and actual results, our future financial statement presentation, financial condition, results of operations and cash flows will be affected. We believe that the accounting policies discussed below are critical to understanding our historical and future performance, as these policies relate to the more significant areas involving management’s judgments and estimates.
Actual results could differ significantly from the estimates made by our management. To the extent that there are differences between our estimates and actual results, our future financial statement presentation, financial condition, results of operations and cash flows will be affected.
The increase in pricing for new Paying Circles in August 2022 has led to subscribers signing up for higher price products over time, increasing ARPPC. Subscriptions We define Subscriptions as the number of paying subscribers associated with the Life360, Tile and Jiobit brands as of the end of the period.
The increase in pricing for new Paying Circles beginning in August 2022 has led to subscribers signing up for higher price products over time, increasing ARPPC. Below is a comparison of ARPPC for the year ended December 31, 2022 using the current definitions.
Our obligations under our convertible notes are described in Notes 6 and 9 to our consolidated financial statements. Information regarding our non-cancellable lease and other purchase commitments as of December 31, 2022, can be found in Notes 8 and 11 to our consolidated financial statements.
Information regarding our non-cancellable lease and other purchase commitments as of December 31, 2023, can be found in Note 8, "Balance Sheet Components" and Note 11, "Commitments and Contingencies" to our consolidated financial statements. Critical Accounting Policies and Significant Management Estimates We prepare our consolidated financial statements in accordance with GAAP.
For the years ended December 31, 2022 and 2021, Life360 generated: • Total revenues of $228.3 million and $112.6 million, respectively, representing year-over-year growth of 103%; • Subscription revenues of $153.3 million and $86.6 million, respectively, representing year-over-year growth of 77%; • Hardware revenues of $47.9 million and $1.0 million, respectively, representing year-over-year growth of 4,930%; • Other revenues of $27.1 million and $25.1 million, respectively, representing year-over-year growth of 8%; • Gross profit of $148.6 million and $89.9 million, respectively, representing year-over-year growth of 65%; and • Net loss of $91.6 million and $33.6 million, respectively. 53 Table of Contents Impact of COVID-19 The COVID-19 pandemic had an initial impact on our operations and financial performance, as we saw decreased engagement and member growth in the early phase of the pandemic.
For the years ended December 31, 2023 and 2022, Life360 generated: • Total revenues of $304.5 million and $228.3 million, respectively, representing year-over-year growth of 33%; • Subscription revenues of $220.8 million and $153.3 million, respectively, representing year-over-year growth of 44%; • Hardware revenues of $58.2 million and $47.9 million, respectively, representing year-over-year growth of 21%; • Other revenues of $25.5 million and $27.1 million, respectively, representing year-over-year decline of 6%; • Gross profit of $222.6 million and $148.6 million, respectively, representing year-over-year growth of 50%; and • Net loss of $28.2 million and $91.6 million, respectively.
We expect our research and development expenses will increase in absolute dollars as our business grows. 56 Table of Contents Sales and Marketing Our sales and marketing expenses consist primarily of employee-related costs, brand marketing costs, lead generation costs, sales incentives, sponsorships and amortization of acquired intangibles.
We intend to continue to invest in research and development to bring new customer experiences and devices to market and expand our platform capabilities. Sales and Marketing Our sales and marketing expenses consist primarily of personnel-related costs, brand marketing costs, lead generation costs, sales incentives, sponsorships and amortization of acquired intangibles.
Likewise, our acquisition of Jiobit allows subscribers to track family members and pets wearing Jiobit devices via GPS-enabled trackers on the Jiobit app. We will continue to invest in and launch products where we see opportunities to grow our platform. Attracting and Retaining Talent . We compete for talent in the technology industry.
We will continue to invest in and launch products where we see opportunities to grow our platform. Attracting and Retaining Talent . We compete for talent in the technology industry. Our business relies on the ability to attract and retain talent, including engineers, data scientists, designers and software developers.
Key Performance Indicators We review several operating metrics, including the following key performance indicators, to evaluate our business, measure our performance, identify trends affecting our business, formulate financial projections and make strategic decisions.
Provision for (Benefit from) Income Taxes The provision for (benefit from) income taxes increased $0.3 million, or 97%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022. 66 Table of Contents Key Performance Indicators We review several operating metrics, including the following key performance indicators, to evaluate our business, measure our performance, identify trends affecting our business, develop financial forecasts and make strategic decisions.
Cost of hardware revenue increased by $44.1 million, or 3,291%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021, primarily due to the inclusion of hardware costs of approximately $33.5 million related to Tile and a full year of Jiobit hardware costs, $4.3 million in additional personnel-related costs and stock-based compensation due to increased headcount, an additional $3.6 million related to depreciation and amortization associated with the Tile and Jiobit acquisitions, an additional $2.0 million in technology expenses and $0.4 million in professional and outside services due to higher contractor spend as a result of increased scaling of the combined business.
Cost of other revenue decreased by $0.1 million, or 2%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022, primarily due to a decrease of $0.3 million in personnel-related expenses and stock-based compensation costs associated with the reduction in workforce which took place during the three months ended March 31, 2023.
Cost of Revenue, Gross Profit, and Gross Margin Year Ended December 31, Change 2022 2021 $ % (in thousands) Subscription costs $ 30,659 $ 17,807 $ 12,852 72 % Hardware costs 45,441 1,340 44,101 3,291 % Other costs 3,607 3,621 (14) (0) % Total cost of revenue 79,707 22,768 56,939 Gross profit $ 148,598 $ 89,875 $ 58,723 Gross margin: Subscription 80 % 79 % Hardware 5 % (41) % Other 87 % 86 % Cost of subscription revenue increased by $12.9 million, or 72%, during the year ended December 31, 2022 as compared to the year ended December 31, 2021, primarily due to $6.0 million in technology expenses as a result of the inclusion of costs related to cloud infrastructure associated with the Tile and Jiobit subscription offerings, an increase of $4.0 million related to volume growth for Life360 subscriptions, an increase of $0.9 million related to depreciation and amortization associated with the Tile and Jiobit acquisitions, $0.8 million in additional personnel-related costs and stock-based compensation due to increased headcount and an increase of $0.5 million due to an increase in professional and consulting fees.
Cost of Revenue, Gross Profit, and Gross Margin Year Ended December 31, Change 2023 2022 $ % (in thousands) Subscription costs $ 30,975 $ 30,659 $ 316 1 % Hardware costs 47,384 45,441 1,943 4 % Other costs 3,522 3,607 (85) (2) % Total cost of revenue 81,881 79,707 2,174 Gross profit $ 222,637 $ 148,598 $ 74,039 Gross margin: Subscription 86 % 80 % Hardware 19 % 5 % Other 86 % 87 % Cost of subscription revenue increased $0.3 million, or 1%, during the year ended December 31, 2023 as compared to the year ended December 31, 2022, primarily related to increases of $1.2 million in technology expenses, $1.0 million in contractor expenses, and $0.1 million in depreciation and amortization associated with our growth.
ARPPS has increased year over year as a result of the percentage of subscribers who select higher priced subscriptions, including Life360 membership tiers, has increased over time. 63 Table of Contents Net Hardware Units Shipped Net hardware units shipped represents the number of tracking devices sold during a period, net of returns by our retail partners and directly to consumers.
As of December 31, 2022 ARPPS (current definition) $ 80.63 ARPPS (prior definition) $ 79.75 % Change 1.1 % Net Hardware Units Shipped Net hardware units shipped represents the number of tracking devices sold during a period, excluding certain hardware units related to bundled Life360 subscription and hardware offerings, net of returns by our retail partners and directly to consumers.
For the year ended December 31, 2022, Life360 sold approximately 3.6 million units, down approximately 42% as compared to the 6.2 million units sold during the year ended December 31, 2021, reflecting the backdrop of weaker consumer electronics category demand and high retail channel inventory levels.
For the year ended December 31, 2023, Life360 sold approximately 4.0 million units, up approximately 12% as compared to the 3.6 million units sold during the year ended December 31, 2022, reflecting higher sales and lower returns compared to the prior period.
Recent Accounting Pronouncements See Note 2, “Summary of Significant Accounting Policies, ” to our consolidated financial statements included in Item 8 of Part II hereof for a discussion of recent accounting pronouncements. Jumpstart Our Business Startups (“JOBS”) Act Accounting Elections We are an emerging growth company, as defined in the JOBS Act.
Any change in judgments with respect to these assumptions and estimates could impact the timing or amount of revenue recognition. Recent Accounting Pronouncements See Note 2, "Summary of Significant Accounting Policies" to our consolidated financial statements included in Item 8 of Part II hereof for a discussion of recent accounting pronouncements.
AMR includes the annualized monthly value of subscription, data and partnership agreements. All components of these agreements that are not expected to recur are excluded. AMR as of December 31, 2022, and 2021 was $224.4 million and $139.8 million, respectively, representing an increase of 61% year-over-year.
Annualized Monthly Revenue We use Annualized Monthly Revenue (“AMR”) to identify the annualized monthly value of active customer agreements at the end of a reporting period. AMR includes the annualized monthly value of subscription, data and partnership agreements. All components of these agreements that are not expected to recur are excluded.
Average Revenue per Paying Subscription We define ARPPS as total subscription revenue for the respective period divided by the average number of paying subscribers during the same period.
As of December 31, 2022 Subscriptions (current definition) 2.07 Subscriptions (prior definition) 2.10 % Change (1.3) % 68 Table of Contents Average Revenue per Paying Subscription We define ARPPS as total subscription revenue recognized, excluding certain revenue adjustments related to bundled Life360 subscription and hardware offerings, for the reported period divided by the average number of paying subscribers during the same period.
Key Operating Metrics As of and for the years ended December 31, 2022 2021 % Change (in millions, except ARPPC, ARPPS and ASP) AMR $ 224.4 $ 139.8 61 % MAUs 48.6 35.5 37 % Paying Circles 1.5 1.2 23 % ARPPC $ 95.40 $ 80.20 19 % Subscriptions* 2.1 1.8 20 % ARPPS* $ 79.75 $ 67.70 18 % Net hardware units shipped* 3.6 6.2 (42) % ASP* $ 13.47 $ 15.04 (10) % *Metrics presented for the years ended December 31, 2022 and 2021 are adjusted and include pre-acquisition data for Tile and Jiobit related to periods before the acquisitions of Tile on January 5, 2022 and Jiobit on September 1, 2021. 62 Table of Contents Annualized Monthly Revenue We use Annualized Monthly Revenue (“AMR”) to identify the annualized monthly value of active customer agreements for a particular period.
Key Operating Metrics As of and for the years ended December 31, 2023 2022 % Change (in millions, except ARPPC, ARPPS and ASP) AMR $ 274.1 $ 224.4 22 % MAUs 61.4 48.6 26 % Paying Circles 1 1.8 1.5 21 % ARPPC 1 $ 121.09 $ 96.95 25 % Subscriptions 1, 2 2.4 2.1 17 % ARPPS 1, 2 $ 99.53 $ 80.63 23 % Net hardware units shipped 2 4.0 3.6 12 % ASP 2 $ 13.48 $ 13.47 — % __________ 1 Metrics presented as of and for the periods ended December 31, 2022 have been recast to reflect the calculations under a revised metric definition.
For the year ended December 31, 2021, net cash used in investing activities was $7.1 million, which relates to a $4.0 million cash advance on convertible note receivable and $3.0 million of cash paid for the Jiobit Acquisition, net of cash acquired.
Investing Activities For the year ended December 31, 2023, net cash used in investing activities was $2.2 million, which primarily relates to $1.7 million of capitalization of internal use software costs in accordance with ASC 350-40, Intangibles - Goodwill and Other, Internal-Use Software and $0.5 million of purchases of property and equipment.