Biggest changeThe 2021 effective tax rate differs from the U.S. federal statutory rate primarily due to the foreign-derived intangible income deduction and the impact of a capital loss transaction. 49 Table of Contents Comparison of the Years Ended December 31, 2021 and December 31, 2020 The following table presents our results of operations for the periods indicated: Year Ended December 31, 2021 2020 $ Change % Change (in thousands) Consolidated Statements of Operations Data: Revenue $ 773,415 $ 666,686 $ 106,729 16 % Operating expenses: Cost of revenue 277,659 259,573 18,086 7 Sales and marketing 204,878 159,241 45,637 29 Product development 52,014 46,038 5,976 13 General and administrative 130,758 116,568 14,190 12 Total operating expenses 665,309 581,420 83,889 14 Income from operations 108,106 85,266 22,840 27 Other (expense) / income, net (3,370) 4,257 (7,627) (179) Income before income taxes 104,736 89,523 15,213 17 Provision for income taxes 12,853 17,757 (4,904) (28) Net income $ 91,883 $ 71,766 $ 20,117 28 % Revenue Revenue increased by $106.7 million, or 16%, to $773.4 million in 2021 as compared to 2020.
Biggest changeYear Ended December 31, 2023 2022 2021 (in thousands) Consolidated Statements of Operations: Revenue $ 874,587 $ 827,826 $ 773,415 Operating expenses: Cost of revenue 352,630 314,306 277,659 Sales and marketing 214,749 203,154 204,878 Product development 96,162 65,434 52,014 General and administrative 142,646 132,644 130,758 Impairment of lease and related assets — 18,664 — Total operating expenses 806,187 734,202 665,309 Income from operations 68,400 93,624 108,106 Bargain purchase gain 50,261 — — Other income / (expense), net 3,807 (2,587) (3,370) Income before income taxes 122,468 91,037 104,736 Provision for income taxes 12,199 14,934 12,853 Net income $ 110,269 $ 76,103 $ 91,883 The following table presents the components of our results of operations for the periods indicated as a percentage of revenue: Year Ended December 31, 2023 2022 2021 Consolidated Statements of Operations: Revenue 100 % 100 % 100 % Operating expenses: Cost of revenue 40 % 38 % 36 % Sales and marketing 25 % 25 % 26 % Product development 11 % 8 % 7 % General and administrative 16 % 16 % 17 % Impairment of lease and related assets — % 2 % — % Total operating expenses 92 % 89 % 86 % Income from operations 8 % 11 % 14 % Bargain purchase gain 6 % — % — % Other income / (expense), net — % — % — % Income before income taxes 14 % 11 % 14 % Provision for income taxes 1 % 2 % 2 % Net income 13 % 9 % 12 % 48 Table of Contents Comparison of the Years Ended December 31, 2023 and December 31, 2022 The following table presents our results of operations for the periods indicated: Year Ended December 31, 2023 2022 $ Change % Change (in thousands) Consolidated Statements of Operations Data: Revenue $ 874,587 $ 827,826 $ 46,761 6 % Operating expenses: Cost of revenue 352,630 314,306 38,324 12 Sales and marketing 214,749 203,154 11,595 6 Product development 96,162 65,434 30,728 47 General and administrative 142,646 132,644 10,002 8 Impairment of lease and related assets — 18,664 (18,664) * Total operating expenses 806,187 734,202 71,985 10 Income from operations 68,400 93,624 (25,224) (27) Bargain purchase gain 50,261 — 50,261 * Other income / (expense), net 3,807 (2,587) 6,394 (247) Income before income taxes 122,468 91,037 31,431 35 Provision for income taxes 12,199 14,934 (2,735) (18) Net income $ 110,269 $ 76,103 $ 34,166 45 % * Not meaningful Revenue Revenue increased by $46.8 million, or 6%, to $874.6 million in 2023 as compared to 2022.
We expect product development expenses, of which a portion will be capitalized, to continue in the foreseeable future, as we pursue opportunities to invest in developing new products and internal tools and enhance the functionality of our existing products and technologies. General and Administrative.
We expect product development expenses, of which a portion will be capitalized, to continue in the foreseeable future, as we pursue opportunities to invest in developing new products and internal tools and enhance the functionality of our existing products and technologies. General and Administrative.
Cash used in investing activities for the year ended December 31, 2021 was $250.4 million, consisting primarily (i) $181.6 million cash used in the acquisitions of TurboSquid and PicMonkey, net of cash acquired; (ii) $31.6 million cash used in the asset acquisitions of Pattern89, Inc., Datasine Limited and assets from Shotzr, Inc.; (iii) capital expenditures of $28.1 million for internal-use software and website development costs, and purchase of software and equipment, and (iv) $8.9 million to acquire the rights to distribute certain digital content in perpetuity.
Cash used in investing activities for the year ended December 31, 2021 was $250.4 million, consisting primarily of (i) $181.6 million cash used in the acquisitions of Turbosquid and PicMonkey, net of cash acquired; (ii) $31.6 million cash used in the asset acquisitions of Pattern89, Inc., Datasine Limited and assets from Shotzr, Inc.; (iii) capital expenditures of $28.1 million for internal-use software and website development costs, and purchase of software and equipment, and (iv) $8.9 million to acquire the rights to distribute certain digital content in perpetuity.
Collectability for customers who pay on credit terms allowing for payment beyond the date at which service commences, is based on a credit evaluation for certain new customers and transaction history with existing customers.
Collectability for customers who pay on credit terms allowing for payment beyond the date at which service commences, is based on a credit evaluation for certain new customers and transaction history with existing customers.
This increase was primarily driven by (i) $4.3 million in professional fees related to our acquisitions of Pond5 and Splash News, (ii) $3.6 million increase in bad debt expense; (iii) $1.8 million related to realized foreign currency losses, (iii) $1.6 million in severance costs associated with a strategic workforce optimization initiative; and (iv) $1 million related to a donation to provide direct assistance to Shutterstock’s contributors in Ukraine.
This increase was primarily driven by (i) $4.3 million in professional fees related to our acquisitions of Pond5 and Splash News, (ii) $3.6 million increase in bad debt expense; (iii) $1.8 million related to realized foreign currency losses, (iv) $1.6 million in severance costs associated with a strategic workforce optimization initiative; and (v) $1 million related to a donation to provide direct assistance to Shutterstock’s contributors in Ukraine.
In the years ended December 31, 2022 and 2021, we delivered 173.3 million and 180.0 million paid downloads, respectively, and our revenue per download was $4.40 in 2022 compared to $4.16 in 2021. During 2022, the 6% increase in revenue per download, is primarily due to changes in product mix coupled with a reduction in paid download volumes.
In the years ended December 31, 2022 and 2021, we delivered 173.3 million and 180.0 million paid downloads, respectively, and our revenue per download was $4.40 in 2022, as compared to $4.16 in 2021. During 2022, the 6% increase in revenue per download is primarily due to changes in product mix coupled with a reduction in paid download volumes.
We define customers as total active, paying customers that contributed to total revenue over the last twelve-month period. Changes in our average revenue per customer will be driven by changes in the mix of our subscription-based products and the pricing in our transactional business.
We define customers as total active, paying customers that contributed to total revenue over the last twelve-month period. Changes in our average revenue per customer will be driven by changes in the mix of our subscription-based and transactional products as well as pricing in our transactional business.
Contributors earn royalties based on our published earnings schedule that is based on annual licensing volume, which determines the contributor’s earnings tier and the purchase option under which the content was licensed.
Content contributors generally earn royalties based on our published earnings schedule that is based on annual licensing volume, which determines the contributor’s earnings tier and the purchase option under which the content was licensed.
Cash used in investing activities for the year ended December 31, 2022 was $275.6 million, consisting primarily of (i) $211.8 million cash used in the acquisitions of Pond5 and Splash News, net of cash acquired; (ii) capital expenditures of $43.3 million for internal-use software and website development costs, and purchases of software and equipment, and (iii) $16.8 million paid to acquire the rights to distribute certain digital content in perpetuity.
Cash used in investing activities for the year ended December 31, 2022 was $275.6 million, consisting primarily (i) $211.8 million cash used in the acquisitions of Pond5 and Splash News, net of cash acquired; (ii) capital expenditures of $43.3 million for internal-use software and website development costs, and purchase of software and equipment, and (iii) $16.8 million paid to acquire the rights to distribute certain digital content in perpetuity.
We have elected to treat any potential GILTI inclusions as a period cost. 58 Table of Contents Acquisitions Business combinations are recorded at fair value and the purchase price is allocated to the assets acquired and liabilities assumed in the transaction. Assets acquired may include intangible assets such as customer relationships, trade names, developed technology and contributor content.
We have elected to treat any potential GILTI inclusions as a period cost. 60 Table of Contents Acquisitions Business combinations are recorded at fair value and the purchase price is allocated to the assets acquired and liabilities assumed in the transaction. Assets acquired may include intangible assets such as customer relationships, trade names, developed technology and contributor content.
See Notes 15 and 16 of the Notes to Consolidated Financial Statements included in Part II, Item 8 of this Annual Report on Form 10-K for information regarding our lease and other non-lease commitments, respectively, as of December 31, 2022. Cash Flows The following table summarizes our cash flow data for 2022, 2021 and 2020, respectively.
See Notes 15 and 16 of the Notes to Consolidated Financial Statements included in Part II, Item 8 of this Annual Report on Form 10-K for information regarding our lease and other non-lease commitments, respectively, as of December 31, 2023. Cash Flows The following table summarizes our cash flow data for 2023, 2022 and 2021, respectively.
Additionally, management believes that adjusted EBITDA, adjusted EBITDA margin, adjusted net income and adjusted net income per diluted common share provide useful information 54 Table of Contents to investors about the performance of the Company’s overall business because such measures eliminate the effects of unusual or other infrequent charges that are not directly attributable to Shutterstock’s underlying operating performance and revenue growth (including by distribution channel) on a constant currency basis, provides useful information to investors by eliminating the effect of foreign currency fluctuations that are not directly attributable to Shutterstock’s operating performance.
Additionally, management believes that adjusted EBITDA, adjusted EBITDA margin, adjusted net income and adjusted net income per diluted common share provide useful information to investors about the performance of the Company’s overall business because such measures eliminate the effects of unusual or other infrequent charges that are not directly attributable to Shutterstock’s underlying operating performance and revenue growth (including by distribution channel) on a constant currency basis, provides useful information to investors by eliminating the effect of foreign currency fluctuations that are not directly attributable to Shutterstock’s operating performance.
Our platform brings together users and contributors of content by providing readily-searchable content that our customers pay to license and by compensating contributors as their content is licensed. Contributors upload their content to the Company’s web properties in exchange for royalty payments based on customer download activity.
Our platform brings together users and contributors of content by providing readily-searchable content that our customers pay to license and by compensating contributors as their content is licensed. Contributors upload their content to our web properties in exchange for royalty payments based on customer download activity.
We believe subscriber revenue, together with our number of subscribers, provide insight into the portion of our business and growth driven by our monthly recurring products. Average Revenue Per Customer Average revenue per customer is calculated by dividing total revenue for the last twelve-month period by customers.
We believe subscriber revenue, together with our number of subscribers, provide insight into the portion of our business driven by our monthly recurring products. Average Revenue Per Customer Average revenue per customer is calculated by dividing total revenue for the last twelve-month period by customers.
Valuation allowances are established when necessary to reduce net deferred tax assets to the amount expected to be realized. 46 Table of Contents Results of Operations The following table presents our results of operations for the periods indicated. The period-to-period comparisons of results are not necessarily indicative of results for future periods.
Valuation allowances are established when necessary to reduce net deferred tax assets to the amount expected to be realized. 47 Table of Contents Results of Operations The following table presents our results of operations for the periods indicated. The period-to-period comparisons of results are not necessarily indicative of results for future periods.
Our method for calculating adjusted EBITDA, adjusted EBITDA margin, adjusted net income, adjusted net income per diluted common share, revenue growth (including by distribution channel) on a constant currency basis and free cash flow, as well as a reconciliation of the differences between adjusted EBITDA, adjusted net income, revenue growth (including by distribution channel) on a constant currency basis and free cash flow, and the most comparable financial measures calculated and presented in accordance with GAAP, is presented below.
Our method for calculating adjusted EBITDA, adjusted EBITDA margin, adjusted net income, adjusted net income per diluted common share, revenue growth (including by distribution channel) on a constant currency basis and free cash flow, as well as a reconciliation of the differences between adjusted EBITDA, adjusted net income, revenue growth (including by 56 Table of Contents distribution channel) on a constant currency basis and free cash flow, and the most comparable financial measures calculated and presented in accordance with GAAP, is presented below.
Cash used in financing activities during 2021 primarily consisted of (i) $30.7 million, related to the payment of the quarterly cash dividend; (ii) $26.5 million in connection with the repurchase of common stock under our share repurchase program, and (iii) $22.7 million, paid in settlement of tax withholding obligations related to employee stock-based compensation awards.
Cash used in financing activities during 2021 primarily consisted of (i) $30.7 million related to the payment of the quarterly cash dividend; (ii) $26.5 million in connection with the repurchase of common stock under our share repurchase 55 Table of Contents program, and (iii) $22.7 million, paid in settlement of tax withholding obligations related to employee stock-based compensation awards.
Cost of revenue increased by $36.6 million, or 13%, to $314.3 million in 2022 as compared to 2021. As a percent of revenue, cost of revenues increased to 38% for the year ended December 31, 2022, from 36% for 2021.
Cost and Expenses Cost of Revenue. Cost of revenue increased by $36.6 million, or 13%, to $314.3 million in 2022 as compared to 2021. As a percent of revenue, cost of revenues increased to 38% for the year ended December 31, 2022, from 36% for 2021.
As we increase the volume of business transacted in foreign currencies resulting from international expansion and as currency rates fluctuate, we expect foreign currency gains and losses to continue to fluctuate. During 2021, other expense, net substantially consisted of $3.3 million of expense due to foreign currency fluctuations. Income Taxes.
As we increase the volume of business transacted in foreign currencies resulting from international expansion and as currency rates fluctuate, we expect foreign currency gains and losses to continue to fluctuate. During 2021, other expense, net substantially consisted of $3.3 million of expense due to foreign currency fluctuations. 52 Table of Contents Income Taxes.
Content licenses are generally purchased by our customers on a monthly or annual subscription basis, whereby a customer pays for a predetermined quantity of content that may be downloaded over a specific period of time, or, on a transactional basis, whereby a customer pays for individual content licenses at the time of download.
Content licenses are generally purchased on a monthly or annual subscription basis, whereby a customer pays for a predetermined quantity of content that may be downloaded over a specific period of time, or, on a transactional basis, whereby a customer pays for individual content licenses at the time of download.
Changes in revenue per download are primarily driven by the introduction of new product offerings, changes in product mix and customer utilization of our products.
Changes in revenue per download are primarily driven by the introduction of new product offerings, changes in product and sales channel mix and customer utilization of our products.
The majority of our revenue is generated from credit card transactions and is typically settled within one to five business days. Our primary uses of cash for operating activities are for the payment of royalties to content contributors, employee-related expenditures and the payment of other operating expenses incurred in the ordinary course of business.
A significant portion of our revenue is generated from credit card transactions and is typically settled within one to five business days. Our primary uses of cash for operating activities are for the payment of royalties to content contributors, employee-related expenditures and the payment of other operating expenses incurred in the ordinary course of business.
Customer payments received 57 Table of Contents in advance of revenue recognition are contract liabilities and are recorded as deferred revenue. Customers that do not pay in advance are invoiced and are required to make payments under standard credit terms.
Customer payments received in advance of revenue recognition are contract liabilities and are recorded as deferred revenue. Customers that do not pay in advance are invoiced and are required to make payments under standard credit terms.
Accordingly, we recognize revenue net of costs paid to resellers. 45 Table of Contents Costs and Expenses Cost of Revenue.
Accordingly, we recognize revenue net of costs paid to resellers. 46 Table of Contents Costs and Expenses Cost of Revenue.
As of December 31, 2022 and 2021, we had an allowance for doubtful accounts of $5.8 million and $1.9 million, respectively. Fluctuations in our allowance for doubtful accounts are primarily attributable to changes in the aging profile of our gross accounts receivable balances and specific customer situations arising during the year. Income Taxes Our income tax expense includes U.S.
As of December 31, 2023 and 2022, we had an allowance for doubtful accounts of $6.3 million and $5.8 million, respectively. Fluctuations in our allowance for doubtful accounts are primarily attributable to changes in the aging profile of our gross accounts receivable balances and specific customer situations arising during the year. Income Taxes Our income tax expense includes U.S.
Income tax expense increased by $2.1 million, to $14.9 million in 2022 as compared to 2021. Our effective tax rates for the years ended December 31, 2022 and 2021 were approximately 16.4% and 12.3%, respectively. The 2022 effective tax rate differs from the U.S. federal statutory tax rate primarily due to the foreign-derived intangible income deduction.
Income tax expense increased by $2.1 million, to $14.9 million in 2022 as compared to 2021. Our effective tax rates for the years ended December 31, 2022 and 2021 were approximately 16.4% and 12.3%, respectively. The 2022 effective tax rate differs from the U.S. federal statutory rate primarily due to the effect of the U.S.
Changes in our revenue by region were as follows: revenue from North America increased by $62.2 million, or 21%, to $353.2 million, revenue from Europe decreased by $10.5 million, or 4%, to $243.0 million and revenue from outside Europe and North America increased by $2.6 million, or 1%, to $231.6 million, in the year ended December 31, 2022 compared to 2021. 48 Table of Contents Cost and Expenses Cost of Revenue.
Changes in our revenue by region were as follows: revenue from North America increased by $62.2 million, or 21%, to $353.2 million, revenue from Europe decreased by $10.5 million, or 4%, to $243.0 million and revenue from outside Europe and North America increased by $2.6 million, or 1%, to $231.6 million, in the year ended December 31, 2022 compared to 2021.
We expense contract acquisition costs as incurred, to the extent that the amortization period would otherwise be one year or less. Collectability is reasonably assured at the time the electronic order or contract is entered. The majority of our customers purchase products by making electronic payments with a credit card at the time of the transaction.
We expense contract acquisition costs as incurred, to the extent that the amortization period would otherwise be one year or less. Collectability is probable at the time the electronic order or contract is entered. A significant portion of our customers purchase products by making electronic payments with a credit card at the time of the transaction.
As of December 31, 2022, we had approximately $93 million in unconditional cash obligations, consisting primarily of purchase obligations related to contracts for cloud-based services, infrastructure and other business services as well as minimum 52 Table of Contents royalty guarantees in connection with certain content licenses, of which the majority is due to be paid within the next two years.
As of December 31, 2023, we had approximately $82 million in unconditional cash obligations, consisting primarily of purchase obligations related to contracts for cloud-based services, infrastructure and other business services as well as minimum royalty guarantees in connection with certain content licenses, of which the majority is due to be paid within the next two years.
This makes our collection of content one of the largest of its kind, and we delivered 173.3 million paid downloads to our customers across all of our brands during the year ended December 31, 2022. Contributors of content typically earn a royalty each time their work is licensed.
This makes our collection of content one of the largest of its kind, and we delivered 153.0 million paid downloads to our customers across all of our brands during the year ended December 31, 2023. Contributors of Content typically earn a royalty each time their work is licensed.
Our financing activities also includes proceeds from our Credit Facility, proceeds from our Stock Offering and proceeds received in connection with the exercise of stock options. Cash used in financing activities totaled $79.5 million, $77.7 million and $4.6 million for the years ended December 31, 2022, 2021 and 2020, respectively.
Our financing activities also includes proceeds from and payments of our Credit Facility, proceeds from our Stock Offering and proceeds received in connection with the exercise of stock options. Cash used in financing activities totaled $102.7 million, $79.5 million and $77.7 million for the years ended December 31, 2023, 2022 and 2021, respectively.
Revenue per Download We define revenue per download as the amount of revenue recognized in a given period divided by the number of paid downloads in that period excluding revenue from custom content, revenue that is not derived from or associated with content licenses and revenue associated with our Computer Vision offering.
Revenue per Download We define revenue per download as the amount of revenue recognized in a given period divided by the number of paid downloads in that period excluding revenue from our Studios business, revenue that is not derived from or associated with content licenses and revenue associated with our data offering.
Subsequent to the acquisition of PicMonkey, we also generate revenue from the license of tools available through our platform. For contracts that contain multiple performance obligations, we allocate the transaction price to each performance obligation based on a relative standalone selling price.
We also generate revenue from tools made available through our platform. For contracts that contain multiple performance obligations, we allocate the transaction price to each performance obligation based on a relative standalone selling price.
See also the “Risk Factors” disclosure in Item 1A above for additional discussion of the risks and uncertainties that could cause our actual results to differ materially from those expressed or implied in our forward-looking statements. Overview and Recent Developments Shutterstock is a global creative platform for transformative brands and media companies.
See also the “Risk Factors” disclosure in Item 1A above for additional discussion of the risks and uncertainties that could cause our actual results to differ materially from those expressed or implied in our forward-looking statements. Overview and Recent Developments Shutterstock is a leading global creative platform connecting brands and businesses to high quality content.
On January 30, 2023, our Board of Directors declared a quarterly cash dividend of $0.27 per share of outstanding common stock payable on March 16, 2023 to stockholders of record at the close of business on March 2, 2023. The Company currently expects to continue to pay comparable cash dividends on a quarterly basis in the future.
On January 29, 2024, our Board of Directors declared a quarterly cash dividend of $0.30 per share of outstanding common stock payable on March 14, 2024 to stockholders of record at the close of business on February 29, 2024. The Company currently expects to continue to pay comparable cash dividends on a quarterly basis in the future.
Footage is often integrated into websites, social media, marketing campaigns and cinematic productions. • Music - consisting of high-quality music tracks and sound effects, which are often used to complement images and footage. • 3 Dimensional (“3D”) Models - consisting of 3D models, used in a variety of industries such as advertising, media and video production, gaming, retail, education, design and architecture.
Footage is often integrated into websites, social media, marketing campaigns and cinematic productions. • Music - consisting of high-quality music tracks and sound effects, which are often used to complement images and footage. • 3 Dimensional (“3D”) Models - consisting of 3D models, used in a variety of industries such as advertising, media and video production, gaming, retail, education, design and architecture. • Generative AI Content - consisting of images generated from algorithms trained with high-quality, ethically sourced content.
The estimate of unused licenses is based on historical download activity and future changes in the estimate could impact the timing of revenue recognition of our subscription products. For revenue associated with the license of tools available through our platform, the Company recognizes revenue on a straight-line basis over the subscription period.
The estimate of unused licenses is based on historical download activity and future changes in the estimate could impact the timing of revenue recognition of our subscription products. For revenue associated with tools available 59 Table of Contents through our platform, we recognize revenue on a straight-line basis over the subscription period.
In addition, as of December 31, 2022, we had approximately $54 million in operating lease obligations with lease payments extending through 2029.
In addition, as of December 31, 2023, we had approximately $45 million in operating lease obligations with lease payments extending through 2029.
For content licenses, we recognize revenues on both a subscription-based and transaction-based products when content is downloaded by a customer, at which time the license is provided.
We recognize revenue on both our subscription-based and transaction-based products when content is downloaded by a customer, at which time the license is provided.
We expense contract acquisition costs as incurred, to the extent that the amortization period would otherwise be one year or less. Collectability is reasonably assured at the time the electronic order or contract is entered. The majority of our customers purchase products by making an electronic payment with a credit card at the time of the transaction.
We expense contract acquisition costs as incurred, to the extent that the amortization period would otherwise be one year or less. Collectability is probable at the time the electronic order or contract is entered. A significant portion of our customers purchase products by making electronic payments with a credit card at the time of the transaction.
Adjusted EBITDA We define adjusted EBITDA as net income adjusted for depreciation and amortization, non-cash equity-based compensation, impairment of lease and related assets, foreign currency transaction gains and losses, severance costs associated with strategic workforce optimizations, interest income and expense and income taxes. We define adjusted EBITDA margin as the ratio of adjusted EBITDA to revenue.
Adjusted EBITDA and Adjusted EBITDA Margin We define adjusted EBITDA as net income adjusted for depreciation and amortization, non-cash equity-based compensation, bargain purchase gain related to the acquisition of Giphy, Giphy Retention Compensation Expense - non-recurring, impairment of lease and related assets, foreign currency transaction gains and losses, severance costs associated with strategic workforce optimizations, interest income and expense and income taxes.
As of December 31, 2022, we are in compliance with these covenants. Sources and Uses of Funds We believe, based on our current operating plan, that our cash and cash equivalents, and cash from operations, will be sufficient to meet our anticipated cash needs for at least the next 12 months. Our longer-term liquidity is contingent upon future operating performance.
Sources and Uses of Funds We believe, based on our current operating plan, that our cash and cash equivalents, and cash from operations, will be sufficient to meet our anticipated cash needs for at least the next 12 months. Our longer-term liquidity is contingent upon future operating performance.
Accordingly, the metrics include Subscribers, Subscriber revenue, and Average revenue per customer from TurboSquid beginning February 2022 and from PicMonkey beginning September 2022. These metrics exclude the respective customer counts and revenues from our acquisitions of Pond5 and Splash News. Basis of Presentation Revenue The majority of our revenues are earned from licensing content.
Accordingly, the metrics include Subscribers, Subscriber revenue, and Average revenue per customer from TurboSquid beginning February 2022, from PicMonkey beginning September 2022, and from Pond5 and Splash News beginning May 2023. These metrics exclude the respective counts and revenues from our acquisition of Giphy. Basis of Presentation Revenue A significant portion of our revenues are earned from licensing content.
Since our results of operations are sensitive to the level of competition we face, increased competition could adversely affect our liquidity and capital resources. Dividends We declared and paid cash dividends of $0.96 per share of common stock, or $34.6 million during the year ended December 31, 2022.
Since our results of operations are sensitive to the level of competition we face, increased competition could adversely affect our liquidity and capital resources. Dividends We declared and paid cash dividends of $1.08 per share of common stock, or $38.7 million during the year ended December 31, 2023.
Impairment of Lease and Related Assets . Impairment of lease and related assets includes impairment charges related to a portion of the Company’s right-of-use assets and property and equipment triggered by the decision to cease using certain office spaces. Other (Expense) / Income, Net.
Impairment of Lease and Related Assets . Impairment of lease and related assets includes impairment charges related to a portion of the Company’s right-of-use assets and property and equipment triggered by the decision to cease using certain office spaces. Bargain Purchase Gain .
We believe that an increase in our number of subscribers is an indicator of engagement in our platform and potential for future growth. Subscriber Revenue We define subscriber revenue as the revenue generated from subscribers during the period.
We believe the number of subscribers is an important metric that provides insight into our monthly recurring business. We believe that an increase in our number of subscribers is an indicator of engagement in our platform and potential for future growth. Subscriber Revenue We define subscriber revenue as the revenue generated from subscribers during the period.
Management believes that free cash flow is useful for investors because it provides them with an important perspective on the cash available for strategic measures, after making necessary capital investments in internal-use software and website development costs to support the Company’s ongoing business operations and after excluding the impact of nonrecurring payments associated with long-term incentives related to our 2017 acquisition of Flashstock, and provides them with the same measures that management uses as the basis for making resource allocation decisions.
Management believes that free cash flow is useful for investors because it provides them with an important perspective on the cash available for strategic measures, after making necessary capital investments in internal-use software and website development costs to support the Company’s ongoing business operations and provides them with the same measures that management uses as the basis for making resource allocation decisions.
Paid Downloads We define paid downloads as the number of downloads that our customers make in a given period of our content. Paid downloads exclude content related to custom content, downloads of content that are offered to customers for no charge, including our free image of the week, and downloads associated with our Computer Vision offering.
Paid Downloads We define paid downloads as the number of downloads that our customers make in a given period of our content. Paid downloads exclude content related to our Studios business, downloads of content that are offered to customers for no charge (including our free trials), and downloads associated with our data offering.
Year Ended December 31, 2022 2021 2020 (in thousands) Consolidated Statements of Operations: Revenue $ 827,826 $ 773,415 $ 666,686 Operating expenses: Cost of revenue 314,306 277,659 259,573 Sales and marketing 203,154 204,878 159,241 Product development 65,434 52,014 46,038 General and administrative 132,644 130,758 116,568 Impairment of lease and related assets 18,664 — — Total operating expenses 734,202 665,309 581,420 Income from operations 93,624 108,106 85,266 Other (expense) / income, net (2,587) (3,370) 4,257 Income before income taxes 91,037 104,736 89,523 Provision for income taxes 14,934 12,853 17,757 Net income $ 76,103 $ 91,883 $ 71,766 The following table presents the components of our results of operations for the periods indicated as a percentage of revenue: Year Ended December 31, 2022 2021 2020 Consolidated Statements of Operations: Revenue 100 % 100 % 100 % Operating expenses: Cost of revenue 38 % 36 % 39 % Sales and marketing 25 % 26 % 24 % Product development 8 % 7 % 7 % General and administrative 16 % 17 % 17 % Impairment of lease and related assets 2 % — % — % Total operating expenses 89 % 86 % 87 % Income from operations 11 % 14 % 13 % Other (expense) / income, net — % — % 1 % Income before income taxes 11 % 14 % 13 % Provision for income taxes 2 % 2 % 3 % Net income 9 % 12 % 11 % 47 Table of Contents Comparison of the Years Ended December 31, 2022 and December 31, 2021 The following table presents our results of operations for the periods indicated: Year Ended December 31, 2022 2021 $ Change % Change (in thousands) Consolidated Statements of Operations Data: Revenue $ 827,826 $ 773,415 $ 54,411 7 % Operating expenses: Cost of revenue 314,306 277,659 36,647 13 Sales and marketing 203,154 204,878 (1,724) (1) Product development 65,434 52,014 13,420 26 General and administrative 132,644 130,758 1,886 1 Impairment of lease and related assets 18,664 — 18,664 * Total operating expenses 734,202 665,309 68,893 10 Income from operations 93,624 108,106 (14,482) (13) Other expense, net (2,587) (3,370) 783 (23) Income before income taxes 91,037 104,736 (13,699) (13) Provision for income taxes 14,934 12,853 2,081 16 Net income $ 76,103 $ 91,883 $ (15,780) (17) % * Not meaningful Revenue Revenue increased by $54.4 million, or 7%, to $827.8 million in 2022 as compared to 2021.
Comparison of the Years Ended December 31, 2022 and December 31, 2021 The following table presents our results of operations for the periods indicated: Year Ended December 31, 2022 2021 $ Change % Change (in thousands) Consolidated Statements of Operations Data: Revenue $ 827,826 $ 773,415 $ 54,411 7 % Operating expenses: Cost of revenue 314,306 277,659 36,647 13 Sales and marketing 203,154 204,878 (1,724) (1) Product development 65,434 52,014 13,420 26 General and administrative 132,644 130,758 1,886 1 Impairment of long-lived assets 18,664 — 18,664 * Total operating expenses 734,202 665,309 68,893 10 Income from operations 93,624 108,106 (14,482) (13) Other expense, net (2,587) (3,370) 783 (23) Income before income taxes 91,037 104,736 (13,699) (13) Provision for income taxes 14,934 12,853 2,081 16 Net income $ 76,103 $ 91,883 $ (15,780) (17) % * Not meaningful Revenue Revenue increased by $54.4 million, or 7%, to $827.8 million in 2022 as compared to 2021.
Other currencies we transact in, including the Japanese Yen and Australian Dollar also depreciated significantly during the period. E-commerce revenues increased by 2%, to $501.4 million in 2022, as compared to 2021. On a constant currency basis, E-commerce revenues increased by 5% in 2022, as compared to 2021.
Other currencies we transact in, including the Japanese Yen and Australian Dollar also depreciated significantly during the period. Content license revenues increased by 4%, to $789.3 million in 2022 as compared to 2021. On a constant currency basis, Content revenues increased by 8% in 2022, as compared to 2021.
Net cash provided by operating activities was $158.5 million for the year ended December 31, 2022, compared to $216.4 million for the year ended December 31, 2021.
Net cash provided by operating activities was $140.6 million for the year ended December 31, 2023, compared to $158.5 million for the year ended December 31, 2022.
The global intangible low-taxed income (“GILTI”) provisions of the TCJA impose a tax on foreign income in excess of a deemed return on tangible assets of foreign corporations.
The GILTI provisions of the TCJA impose a tax on foreign income in excess of a deemed return on tangible assets of foreign corporations.
Revenue Recognition The majority of our revenues are earned from the license of content.
Revenue Recognition A significant portion of our revenues are earned from the license of content.
We determine our allowance for doubtful accounts based on an evaluation of the aging of our accounts receivable and on a customer-by-customer basis where appropriate. Our reserve analysis contemplates our historical loss rate on receivables, specific customer situations and the economic environments in which we operate.
We determine our allowance for doubtful accounts based on an evaluation of (i) the aging of our accounts receivable considering historical receivables loss rates, (ii) on a customer-by-customer basis, where appropriate, and (iii) the economic environments in which we operate.
Year Ended December 31, 2022 2021 2020 (in thousands) Net cash provided by operating activities $ 158,451 $ 216,372 $ 165,072 Net cash used in investing activities $ (275,550) $ (250,438) $ (35,310) Net cash used in financing activities $ (79,487) $ (77,722) $ (4,587) Operating Activities Our primary source of cash from operating activities is cash collections from our customers.
Year Ended December 31, 2023 2022 2021 (in thousands) Net cash provided by operating activities $ 140,552 $ 158,451 $ 216,372 Net cash used in investing activities $ (54,316) $ (275,550) $ (250,438) Net cash used in financing activities $ (102,704) $ (79,487) $ (77,722) Operating Activities Our primary source of cash from operating activities is cash collections from our customers.
The following is a reconciliation of net income to adjusted EBITDA for each of the periods indicated: Year Ended December 31, 2022 2021 2020 (in thousands) Net income $ 76,103 $ 91,883 $ 71,766 Add / (less) Non-GAAP adjustments: Depreciation and amortization 68,470 48,771 41,359 Non-cash equity-based compensation 35,740 36,179 28,309 Impairment of lease and related assets 18,664 — — Other adjustments, net (1) 4,163 3,370 (4,257) Provision for income taxes 14,934 12,853 17,757 Adjusted EBITDA $ 218,074 $ 193,056 $ 154,934 Adjusted EBITDA margin 26.3 % 25.0 % 23.2 % _______________________________________________________________________________ (1) Included in other adjustments, net is foreign currency transaction gains and losses, severance associated with strategic workforce optimizations and interest income and expense. 55 Table of Contents Adjusted Net Income We define adjusted net income as net income adjusted for the impact of non-cash equity-based compensation, the amortization of acquisition-related intangible assets, impairment of lease and related assets, severance costs associated with strategic workforce optimizations and the estimated tax impact of such adjustments.
The following is a reconciliation of net income to adjusted EBITDA for each of the periods indicated: Year Ended December 31, 2023 2022 2021 (in thousands) Net income $ 110,269 $ 76,103 $ 91,883 Add / (less) Non-GAAP adjustments: Depreciation and amortization 79,729 68,470 48,771 Non-cash equity-based compensation 48,577 35,740 36,179 Bargain purchase gain (50,261) — — Giphy Retention Compensation Expense - non-recurring 31,577 — — Impairment of lease and related assets — 18,664 — Other adjustments, net (1) 8,686 4,163 3,370 Provision for income taxes 12,199 14,934 12,853 Adjusted EBITDA $ 240,776 $ 218,074 $ 193,056 Adjusted EBITDA margin 27.5 % 26.3 % 25.0 % _______________________________________________________________________________ (1) Included in other adjustments, net includes unrealized foreign currency transaction gains and losses, severance associated with strategic workforce optimizations and interest income and expense. 57 Table of Contents Adjusted Net Income We define adjusted net income as net income adjusted for the impact of non-cash equity-based compensation, the amortization of acquisition-related intangible assets, bargain purchase gain related to the acquisition of Giphy, Giphy Retention Compensation Expense - non-recurring, impairment of lease and related assets, severance costs associated with strategic workforce optimizations and the estimated tax impact of such adjustments.
The following is a reconciliation of net income to adjusted net income for each of the periods indicated: Year Ended December 31, 2022 2021 2020 (in thousands) Net income $ 76,103 $ 91,883 $ 71,766 Add / (less) Non-GAAP adjustments: Non-cash equity-based compensation 35,740 36,179 28,309 Tax effect of non-cash equity-based compensation (1) (8,397) (8,502) (6,653) Acquisition-related amortization expense (2) 29,302 13,334 2,261 Tax effect of acquisition-related amortization expense (1) (6,886) (3,133) (531) Impairment of lease and related assets 18,664 — — Tax effect of impairment of lease and related assets (1) (4,199) — — Other $ 1,576 $ — $ — Tax effect of other (1) $ (355) $ — $ — Adjusted net income $ 141,548 $ 129,761 $ 95,152 Adjusted net income per diluted common share $ 3.87 $ 3.48 $ 2.62 Weighted average diluted shares 36,546 37,324 36,369 (1) Statutory tax rates are used to calculate the tax effect of the adjustments.
The following is a reconciliation of net income to adjusted net income for each of the periods indicated: Year Ended December 31, 2023 2022 2021 (in thousands) Net income $ 110,269 $ 76,103 $ 91,883 Add / (less) Non-GAAP adjustments: Non-cash equity-based compensation 48,577 35,740 36,179 Tax effect of non-cash equity-based compensation (1) (11,416) (8,397) (8,502) Acquisition-related amortization expense (2) 34,737 29,302 13,334 Tax effect of acquisition-related amortization expense (1) (8,163) (6,886) (3,133) Bargain purchase gain (50,261) — — Giphy Retention Compensation Expense - non-recurring 31,577 — — Tax effect of Giphy Retention Compensation Expense - non-recurring (7,421) — — Impairment of lease and related assets — 18,664 — Tax effect of impairment of lease and related assets (1) — (4,199) — Other $ 12,493 $ 1,576 $ — Tax effect of other (1) $ (2,811) $ (355) $ — Adjusted net income $ 157,581 $ 141,548 $ 129,761 Adjusted net income per diluted common share $ 4.35 $ 3.87 $ 3.48 Weighted average diluted shares 36,242 36,546 37,324 (1) Statutory tax rates are used to calculate the tax effect of the adjustments.
We exclude content from this collection metric that is not uploaded directly to our site but is available for license by our customers through an application program interface, custom content and certain content that may be licensed for editorial use only.
We exclude content from this collection metric that is not uploaded directly to our site but is available for license by our customers through an application program interface, content from our Studios business and AI generated content.
As of December 31, 2022, we have repurchased approximately 3.8 million shares of our common stock under the share repurchase program at an average per-share cost of $52.97. During the year ended December 31, 2022, we repurchased approximately 984,000 shares of our common stock at an average per share cost of $74.02.
As of December 31, 2023, we have repurchased approximately 4.4 million shares of our common stock under the share repurchase program at an average per-share cost of $51.74. During the year ended December 31, 2023, we repurchased approximately 634,500 shares of our common stock at an average per share cost of $44.45.
We believe that our large selection of high-quality content enables us to attract and retain customers and drives our network effect. 44 Table of Contents The following table summarizes our key operating metrics, which are unaudited, for the years ended December 31, 2022, 2021 and 2020: Year Ended December 31, 2022 2021 2020 Subscribers (end of period) 1 586,000 343,000 281,000 Subscriber revenue (in millions) 1 $ 346.6 $ 317.5 $ 265.3 Average revenue per customer (last twelve months) 1 $ 341 $ 368 $ 333 Paid downloads (in millions) 173.3 180.0 180.0 Revenue per download $ 4.40 $ 4.16 $ 3.68 Content in our collection (end of period, in millions) Images 600 400 360 Footage clips 45 24 21 ___________________________________________________ 1 Subscribers, Subscriber Revenue and Average Revenue Per Customer from acquisitions are included in these metrics beginning twelve months after the closing of the respective business combination.
The following table summarizes our key operating metrics, which are unaudited, for the years ended December 31, 2023, 2022 and 2021: Year Ended December 31, 2023 2022 2021 Subscribers (end of period) 1 523,000 586,000 343,000 Subscriber revenue (in millions) 1 $ 351.5 $ 346.6 $ 317.5 Average revenue per customer (last twelve months) 1 $ 412 $ 341 $ 368 Paid downloads (in millions) 153.0 173.3 180.0 Revenue per download $ 4.72 $ 4.40 $ 4.16 Content in our collection (end of period, in millions) Images 771 719 464 Footage clips 54 47 24 ___________________________________________________ 1 Subscribers, Subscriber Revenue and Average Revenue Per Customer from acquisitions are included in these metrics beginning twelve months after the closing of the respective business combination.
Future declarations of dividends are subject to the final determination of our Board of Directors, and will depend on, among other things, our future financial condition, results of operations, capital requirements, capital expenditure requirements, contractual restrictions, anticipated cash needs, business prospects, provisions of applicable law and other factors our Board of Directors may deem relevant. 51 Table of Contents Share Repurchase Program In October 2015, our board of directors approved a share repurchase program, authorizing us to repurchase up to $100 million of our common stock and in February 2017, our Board of Directors approved an increase to the share repurchase program, authorizing us to repurchase up to an additional $100 million of our outstanding common stock.
Future declarations of dividends are subject to the final determination of our Board of Directors, and will depend on, among other things, our future financial condition, results of operations, capital requirements, capital expenditure requirements, contractual restrictions, anticipated cash needs, business prospects, provisions of applicable law and other factors our Board of Directors may deem relevant.
The increase in Enterprise revenues was primarily driven by growth in our Computer Vision and multi-asset product offerings, in addition to revenue generated from our acquisitions of Pond5 and Splash News, which were completed on May 11, 2022 and May 28, 2022, respectively. Enterprise revenue growth also benefited from continued momentum in Shutterstock Studios and Shutterstock Editorial.
The increase in Enterprise revenues was primarily driven by growth in our data offering, in addition to revenue generated from our acquisitions of Pond5 and Splash News. Enterprise revenue growth also benefited from continued momentum in Shutterstock Studios and Shutterstock Editorial.
Accordingly, the metrics include Subscribers, Subscriber revenue, and Average revenue per customer from TurboSquid beginning February 2022 and from PicMonkey beginning September 2022. These metrics exclude the respective customer counts and revenues from our acquisitions of Pond5 and Splash News.
Subscribers, subscriber revenue and average revenue per customer from acquisitions are included in these metrics beginning twelve months after the closing of the respective business combination. Accordingly, the metrics include Subscribers, Subscriber revenue, and Average revenue per customer from TurboSquid beginning February 2022, from PicMonkey beginning September 2022, and from Pond5 and Splash News beginning May 2023.
Since inception, we have financed our operations primarily through cash flows generated from operations. In addition, if necessary, we have the ability to draw on our credit facility, which was obtained on May 6, 2022.
Liquidity and Capital Resources As of December 31, 2023, we had cash and cash equivalents totaling $100.5 million, which primarily consisted of bank balances. Since inception, we have financed our operations primarily through cash flows generated from operations. In addition, if necessary, we have the ability to draw on our credit facility, which was obtained on May 6, 2022.
These amounts were partially offset by $23.2 million of proceeds from our Stock Offering, after deducting underwriting discounts, commissions and offering expenses paid and $1.2 million of proceeds received in connection with the exercise of stock options.
These amounts were partially offset by $2.1 million in proceeds received in connection with the exercise of stock options.
Our effective tax rates for the years ended December 31, 2021 and 2020 were approximately 12.3% and 19.8%, respectively. The 2021 effective tax rate differs from the U.S. federal statutory rate primarily due to the foreign-derived intangible income deduction and the impact of a capital loss transaction.
R&D tax credit and the foreign-derived intangible income deduction. The 2021 effective tax rate differs from the U.S. federal statutory rate primarily due to the foreign-derived intangible income deduction and the impact of a capital loss transaction.
During 2020, approximately $3.1 million of other (expense) / income, net related to favorable foreign currency fluctuations, in addition to $1.2 million of interest income. Income Taxes. Income tax expense decreased by $4.9 million to $12.9 million in 2021 as compared to 2020.
During 2022, other income / (expense), net substantially consisted of $1.3 million of expense due to foreign currency fluctuations and $1.3 million of interest expense related to the Credit Facility. Income Taxes. Income tax expense decreased by $2.7 million, to $12.2 million in 2023 as compared to 2022.
Subscribers We define subscribers as those customers who purchase one or more of our monthly recurring products for a continuous period of at least three months, measured as of the end of the reporting period. We believe the number of subscribers is an important metric that provides insight into our monthly recurring business and its growth.
These metrics exclude the respective counts and revenues from Giphy. Subscribers We define subscribers as those customers who purchase one or more of our monthly recurring products for a continuous period of at least three months, measured as of the end of the reporting period.
The Credit Facility contains financial covenants and requirements restricting certain of our activities, which are usual and customary for this type of loan. We are also required to maintain compliance with a consolidated leverage ratio and a consolidated interest coverage ratio, in each case, determined in accordance with the terms of the Credit Facility.
We are also required to maintain compliance with a consolidated leverage ratio and a consolidated interest coverage ratio, in each case, determined in accordance with the terms of the Credit Facility. As of December 31, 2023, we are in compliance with these covenants.
The following is a reconciliation of net cash provided by operating activities to free cash flow for each of the periods indicated: Year Ended December 31, 2022 2021 2020 (in thousands) Net cash provided by operating activities $ 158,451 $ 216,372 $ 165,072 Capital expenditures (43,296) (28,125) (25,630) Content acquisitions (16,821) (8,874) (2,970) Payments related to long-term incentives related to acquisitions — — 7,759 Free Cash Flow $ 98,334 $ 179,373 $ 144,231 Critical Accounting Estimates Our financial statements are prepared in accordance with generally accepted accounting principles in the United States, or GAAP.
The following is a presentation of cash flow information and a reconciliation of net cash provided by operating activities to free cash flow for each of the periods indicated: Year Ended December 31, 2023 2022 2021 Cash flow information: (in thousands) Net cash provided by operating activities $ 140,552 $ 158,451 $ 216,372 Net cash used in investing activities $ (54,316) $ (275,550) $ (250,438) Net cash used in financing activities $ (102,704) $ (79,487) $ (77,722) Free cash flow: Net cash provided by operating activities $ 140,552 $ 158,451 $ 216,372 Capital expenditures (44,645) (43,296) (28,125) Content acquisitions (11,096) (16,821) (8,874) Cash received related to Giphy Retention Compensation 53,657 — — Free Cash Flow $ 138,468 $ 98,334 $ 179,373 Critical Accounting Estimates Our financial statements are prepared in accordance with generally accepted accounting principles in the United States, or GAAP.
As of December 31, 2022, more than 2.3 million approved contributors made their images, footage and music tracks available in our collection, which has grown to 600 million images and 45 million footage clips as of December 31, 2022.
Over 2.0 million active, paying customers contributed to our revenue in 2023. Our contributors made their images, footage and music tracks available in our collection, which has grown to 771 million images and 54 million footage clips as of December 31, 2023.
(2) Of these amounts, $7.5 million and $5.3 million are included in cost of revenue for the three months ended December 31, 2022 and 2021, respectively, and $27.0 million and $10.2 million are included in cost of revenue for the years ended December 31, 2022 and 2021, respectively.
(2) Of these amounts, $31.6 million, $27.0 million and $10.2 million are included in cost of revenue for the years ended December 31, 2023, 2022 and 2021, respectively. The remainder of acquisition-related amortization expense is included in general and administrative expense in the Statement of Operations.
These multi-asset products are credit-based and enable customers to license images, footage and music in a single subscription. Our monthly subscriptions provide for either a fixed number of content licenses or credits that may be used to download content during the period.
As a result, we have seen demand for our monthly subscription products. Our monthly subscriptions provide for either a fixed number of content licenses or credits that may be used to download content during the period.
Changes in our revenue by region were as follows: revenue from North America increased by $54.4 million, or 23%, to $291.0 million, revenue from Europe increased by $32.8 million, or 15%, to $253.5 million and revenue from outside Europe and North America increased by $19.5 million, or 9%, to $229.0 million, in the year ended December 31, 2021 compared to 2020.
Changes in our revenue by region were as follows: revenue from North America increased by $74.5 million, or 21%, to $427.7 million, revenue from Europe decreased by $12.0 million, or 5%, to $231.0 million and revenue from outside Europe 49 Table of Contents and North America decreased by $15.8 million, or 7%, to $215.8 million, in the year ended December 31, 2023 compared to 2022.
Other (expense) / income, net consists of non-operating costs such as foreign currency transaction gains and losses, in addition to interest income and expense. Income Taxes.
A bargain purchase gain is recognized subsequent to an acquisition, if the fair value of the net assets acquired and liabilities assumed exceeds the net consideration. Other (Expense) / Income, Net. Other (expense) / income, net consists of non-operating costs such as foreign currency transaction gains and losses, in addition to interest income and expense. Income Taxes.
General and administrative expenses increased by $14.2 million, or 12%, to $130.8 million in 2021 as compared to 2020.
General and administrative expenses increased by $10.0 million, or 8%, to $142.6 million in 2023 as compared to 2022.
During 2022, growth in our E-commerce sales channel was driven by revenue generated from our acquisitions of PicMonkey and Pond5 which were completed on September 3, 2021 and May 11, 2022, respectively. E-commerce revenue also benefited from higher subscriber revenue, which was offset by a reduction in revenue generated from our transactional products.
During 2022, growth in our E-commerce sales channel was driven by revenue generated from our acquisitions of PicMonkey and Pond5.
Beyond content, customers also leverage the Company’s platform to assist with the entire creative process from ideation through creative execution. Our key content offerings include: • Images - consisting of photographs, vectors and illustrations.
Beyond content, customers also leverage the Company’s platform to assist with the entire creative process from ideation through creative execution. Digital content licensed to our customers for their creative needs includes images, footage, music, and 3D models (our “Content” offering).
Measuring the number of paid downloads that our customers make in a given period is important because they are the primary method of delivering licensed content, which drives a significant portion of the Company’s revenue and contributor royalties.
Measuring the number of paid downloads that our customers make in a given period is important because it is a measure of customer engagement on our platform and triggers the recognition of revenue and contributor royalties.
Prior to December 31, 2022, this metric only included approved images and footage clips on shutterstock.com at the end of the period.
Prior to December 31, 2022, this metric only included approved images 45 Table of Contents and footage clips in our library on shutterstock.com at the end of the period. We believe that our large selection of high-quality content enables us to attract and retain customers and drives our network effect.