Shift to Digital Advertising Media has increasingly become more digital as a result of three key ongoing developments: ● Advances in technology with more sophisticated digital content delivery across multiple platforms; ● Changes in consumer behavior, including spending longer portions of the day using mobile and other devices; and 48 Table of Contents ● Better audience segmentation with more efficient targeting and measurable results.
Shift to Digital Advertising Media has increasingly become more digital as a result of three key ongoing developments: ● Advances in technology with more sophisticated digital content delivery across multiple platforms; 49 Table of Contents ● Changes in consumer behavior, including spending longer portions of the day using mobile and other devices; and ● Better audience segmentation with more efficient targeting and measurable results.
We serve a variety of customers across multiple industries including travel/tourism (including destination marketing organizations (“DMOs”)), energy, consumer packaged goods, healthcare, education, financial services (including cryptocurrency technologies) and other industries. We are focused on increasing the number of customers that use our buy-side advertising businesses for their advertising partner.
We serve a variety of customers across multiple industries including travel/tourism (including destination marketing organizations (“DMOs”)), education, energy, consumer packaged goods, healthcare, financial services (including cryptocurrency technologies) and other industries. We are focused on increasing the number of customers that use our buy-side advertising businesses as their advertising partner.
Providing both the front-end, buy-side advertising businesses coupled with our proprietary sell-side business, enables us to curate the first through the last mile in the ad tech ecosystem execution process to drive higher results.
Providing both the front-end, buy-side advertising businesses coupled with our proprietary sell-side operations enables us to curate the first through the last mile in the ad tech ecosystem execution process to drive higher results.
Each time the publisher’s web page loads, an ad request is sent to multiple ad exchanges and, in some cases, to the demand side platform directly from Colossus SSP. In case of real-time bidding (or RTB) media buys, many DSPs would place bids to the impressions being offered by the publisher during the auction.
Each time the publisher’s web page loads, an ad request is sent to multiple ad exchanges and, in some cases, to the demand side platform directly from Colossus SSP. In case of real-time bidding (“RTB”) media buys, many DSPs would place bids to the impressions being offered by the publisher during the auction.
The advertiser that bids a higher amount compared to other 49 Table of Contents advertisers will win the bid and pay the second highest price for the winning impression to serve the ads. We continuously review our available inventory from existing publishers across every format (mobile, desktop, digital video, OTT, CTV, and rich media).
The advertiser that bids a higher amount compared to other advertisers will win the bid and pay the second highest price for the winning impression to serve the ads. We continuously review our available inventory from existing publishers across every format (mobile, desktop, digital video, OTT, CTV, and rich media).
(“Holdings”) is the holding company that, since the completion of our initial public offering on February 15, 2022, owns certain common units, and serves as the manager, of Direct Digital Holdings, LLC (“DDH LLC”), which operates the business formed in 2018 through the acquisition of Huddled Masses LLC (“Huddled Masses™” or “Huddled Masses”), a buy-side marketing platform, and Colossus Media LLC (“Colossus Media”), a sell-side marketing platform.
Direct Digital Holdings, Inc. is the holding company that, since the completion of our initial public offering on February 15, 2022, owns certain common units, and serves as the manager of DDH LLC, which operates the business formed in 2018 through the acquisition of Colossus Media, LLC (“Colossus Media”), a sell-side marketing platform, and Huddled Masses, LLC (“Huddled Masses ® ” or “Huddled Masses”), a buy-side marketing platform.
As a result, our clients have been loyal, with approximately 90% client retention amongst the clients that represent approximately 80% of our revenue during the fiscal year ended December 31, 2022. In addition, we cultivate client relationships through our pipeline of managed and moderate/self-serve clients that conduct campaigns through our platform.
As a result, our clients have been loyal, with approximately 90% client retention amongst the clients that represent approximately 80% of our revenue during the year ended December 31, 2023. In addition, we cultivate client relationships through our pipeline of managed and moderate serve clients that conduct campaigns through our platform.
Monetizing ad impressions for publishers and buyers We focus on monetizing digital impressions by coordinating daily real-time auctions and bids. The publisher makes its ad inventory available on Colossus SSP and invites advertisers to bid based on the user’s data received.
Monetizing ad impressions for publishers and buyers We curate advertisers and increase access to publishers with valuable ad impressions. We focus on monetizing digital impressions by coordinating daily real-time auctions and bids. The publisher makes its ad inventory available on Colossus SSP and invites advertisers to bid based on the user’s data received.
We believe that this non-GAAP financial measure is useful to investors for period-to-period comparisons of our business and in understanding and evaluating our operating results for the following reasons: ● Adjusted EBITDA is widely used by investors and securities analysts to measure a company’s operating performance without regard to items such as depreciation and amortization, interest expense, provision for income taxes, and certain one-time items such as acquisition transaction costs and gains from settlements or loan forgiveness that can vary substantially from company to company depending upon their financing, capital structures and the method by which assets were acquired; ● Our management uses Adjusted EBITDA in conjunction with GAAP financial measures for planning purposes, including the preparation of our annual operating budget, as a measure of operating performance and the effectiveness of our business strategies and in communications with our board of directors concerning our financial performance; and ● Adjusted EBITDA provides consistency and comparability with our past financial performance, facilitates period-to-period comparisons of operations, and also facilitates comparisons with other peer companies, many of which use similar non-GAAP financial measures to supplement their GAAP results.
We believe that this non-GAAP financial measure is useful to investors for period-to-period comparisons of our business and in understanding and evaluating our operating results for the following reasons: ● Adjusted EBITDA is widely used by investors and securities analysts to measure a company’s operating performance without regard to items such as depreciation and amortization, interest expense, provision for income taxes, stock-based compensation, revaluation of tax receivable agreement liability, and certain one-time items such as acquisition transaction costs, losses from early termination or redemption of credit agreements or preferred units and gains from settlements or loan forgiveness that can vary substantially from company to company depending upon their financing, capital structures and the method by which assets were acquired; ● Our management uses Adjusted EBITDA in conjunction with GAAP financial measures for planning purposes, including the preparation of our annual operating budget, as a measure of operating performance and the effectiveness of our business strategies and in communications with our board of directors concerning our financial performance; and ● Adjusted EBITDA provides consistency and comparability with our past financial performance, facilitates period-to-period comparisons of operations, and also facilitates comparisons with other peer companies, many of which use similar non-GAAP financial measures to supplement their GAAP results.
We address IVT on a number of fronts, including sophisticated technology, which detects and avoids IVT on the front end; direct publisher and inventory relationships, for supply path optimization; and ongoing campaign and inventory performance review, to ensure inventory quality and brand protection controls are in place.
Through our platform design and proactive IVT mitigation efforts, we address and minimize IVT on a number of fronts, including sophisticated technology, which detects and avoids IVT on the front end; direct publisher and inventory relationships, for supply path optimization; and ongoing campaign and inventory performance review, to ensure inventory quality and brand protection controls are in place.
Interest expense is mainly related to our debt as further described below in “ - Liquidity and Capital Resources .” In connection with the acquisition of Orange142, we issued mandatorily redeemable non-participating preferred A and B units, and in accordance with Accounting Standards Codification (“ASC”) 480, Distinguishing Liabilities from Equity , the value of these units is classified as a liability, and the corresponding distributions are recognized as interest expense.
Interest expense is mainly related to our debt as further described below in “ — Liquidity and Capital Resources .” In connection with the acquisition of Orange 142, we issued mandatorily redeemable non-participating preferred A and B units, and in accordance with Accounting Standards Codification (“ASC”) 480, Distinguishing Liabilities from Equity , the value of these units was classified as a liability, and the corresponding distributions were recognized as interest expense for the year ended December 31, 2022.
The term loan under the 2021 Credit Facility provides for a term loan in the principal amount of up to $32.0 million, consisting of a $22.0 million closing date term loan and an up to $10.0 million delayed draw term loan (the “Delayed Draw Loan”).
The term loan under the 2021 Credit Facility initially provided for a term loan in the principal amount of up to $32.0 55 Table of Contents million, consisting of a $22.0 million closing date term loan (the “Term Loan”) and an up to $10.0 million delayed draw term loan (the “Delayed Draw Loan”).
As our debt or credit facilities become due, we will need to repay, extend or replace such indebtedness. Our ability to do so will be subject to future economic, financial, business and other factors, many of which are beyond our control.
Any future equity or debt financings may be on terms which are not favorable to us. As our credit facilities become due, we will need to repay, extend or replace such indebtedness. Our ability to do so will be subject to future economic, financial, business and other factors, many of which are beyond our control.
Managing industry dynamics We operate in the rapidly evolving digital advertising industry. Due to the scale and complexity of the digital advertising ecosystem, direct sales via manual, person-to-person processes are insufficient for delivering a real-time, personalized ad experience, creating the need for programmatic advertising.
Due to the scale and complexity of the digital advertising ecosystem, direct sales via manual, person-to-person processes are insufficient for delivering a real-time, personalized ad experience, creating the need for programmatic advertising.
Operating segments are components of an enterprise for which separate financial information is available and is evaluated regularly by our chief operating decision maker in deciding how to allocate resources and assessing performance. Our chief operating decision maker is our Chairman and Chief Executive Officer.
Operating segments are components of an enterprise for which separate financial information is available and evaluated regularly by our chief operating decision maker (“CODM”) for purpose of allocating resources and assessing performance. Our CODM is our Chairman and Chief Executive Officer.
We recognize revenue using the following five steps: ● Identification of a contract(s) with a customer; ● Identification of the performance obligation(s) in the contract; ● Determination of the transaction price; ● Allocation of the transaction price to the performance obligation(s) in the contract; and, ● Recognition of revenue when, or as, the performance obligation(s) are satisfied.
Revenue recognition The Company recognizes revenue using the following five steps: 1) identification of a contract with a customer; 2) identification of the performance obligation(s) in the contract; 3) determination of the transaction price; 4) allocation of the transaction price to the performance obligation(s) in the contract; and 5) recognition of revenue when, or as, the performance obligation(s) are satisfied.
Sell-side advertising We partner with publishers to sell advertising inventory to our existing buy-side clients, as well as our own Colossus Media-curated clients and the open markets (collectively referred to as “buyers”) seeking to access the general market as well as unique multi-cultural audiences.
Sell-side advertising The Company partners with publishers to sell advertising inventory to the Company’s Colossus Media-curated clients and the open markets (collectively referred to as “buyers”) seeking to access the general market as well as unique multi-cultural audiences.
Our use of this non-GAAP financial measure has limitations as an analytical tool, and you should not consider it in isolation or as a substitute for analysis of our financial results as reported under GAAP. 59 Table of Contents Critical Accounting Policies and Estimates We prepare our consolidated financial statements in accordance with GAAP.
Our use of this non-GAAP financial measure has limitations as an analytical tool, and you should not consider it in isolation or as a substitute for analysis of our financial results as reported under GAAP. Critical Accounting Estimates and Related Policies The preparation of financial statements in conformity with U.S.
We view our business as two reportable segments, buy-side advertising, which includes the results of Huddled Masses and Orange142, and sell-side advertising, which includes the results of Colossus Media.
We operate as two reportable segments: sell-side advertising, which includes the results of Colossus Media, and buy-side advertising, which includes the results of Orange 142 and Huddled Masses.
We served the needs of approximately 218 small and mid-sized clients during the fiscal year ended December 31, 2022, consisting of advertising space buyers, including small and mid-sized companies, large advertising holding companies (which may manage several agencies), independent advertising agencies and mid-market advertising service organizations.
We serve the needs of approximately 234 small and mid-sized clients, consisting of advertising space buyers, including small and mid-sized companies, large advertising holding companies (which may manage several agencies), independent advertising agencies and mid-market advertising service organizations.
Campaign efficiencies yielding measurable results and higher advertising ROI, as well as the needs necessitated by the COVID-19 pandemic, have prompted these companies to begin utilizing digital advertising on an accelerated pace. We believe this market is rapidly expanding, and that small-to-mid-sized advertisers will continue to increase their digital spend.
Campaign efficiencies yielding measurable results and higher advertising ROI have prompted these companies to begin utilizing digital advertising on an accelerated pace. We believe this market is rapidly expanding, and that small-to-mid-sized advertisers will continue to increase their digital spend. Seasonality In the advertising industry, companies commonly experience seasonal fluctuations in revenue.
Components of Our Results of Operations Revenue On the buy-side advertising segment, we generate revenue from clients that enter into agreements with us to provide digital marketing and media services to purchase digital advertising space, data, and other add-on features.
For the buy-side advertising segment, we generate revenue from customers that enter into agreements with us to provide managed advertising campaigns, which include digital marketing and media services to purchase digital advertising space, data and other add-on features.
We may also up-sell additional products to publisher customers including our header bidding management, identity, and audience solutions. Our business strategy on the sell-side advertising business represents growth potential, and we believe we are well positioned to be able to bring underserved multicultural publishers into the advertising ecosystem, thereby increasing our value proposition across all clients, including our large clients.
Our strategy on the sell-side advertising business represents growth potential, and we believe we are well positioned to be able to bring underserved multicultural publishers into the advertising ecosystem, thereby increasing our value proposition across all customers, including large advertisers and agencies.
We expect to continue to invest in and incur additional expenses associated with our transition to operating as a public company, including increased professional fees, investment in automation, and compliance costs associated with developing the requisite infrastructure required for internal controls.
This project contributed to $0.3 million of the increase in G&A costs during the year ended December 31, 2023. We expect to continue to invest in and incur additional expenses associated with our transition to operating as a public company, including increased professional fees, investment in automation and compliance costs associated with developing the requisite infrastructure required for internal controls.
The negative covenants include, among others, restrictions on indebtedness, liens, investments, mergers, dispositions, pledges of the Company’s assets to other parties, prepayment of other indebtedness and dividends and other distributions. The SVB Loan Agreement also includes customary events of default, including, among other things, non-payment defaults, covenant defaults, material inaccuracy of representations and warranties, cross-default to other material indebtedness, certain bankruptcy and insolvency events, certain undischarged judgments, material invalidity of guarantees or grant of security interest, material adverse change, and change of control, in certain cases subject to certain thresholds and grace periods.
The negative covenants include, among others, restrictions on indebtedness, liens, investments, mergers, dispositions, prepayment of other indebtedness and dividends and other distributions. 58 Table of Contents The Credit Agreement also includes customary events of default, including, among other things, non-payment defaults, covenant defaults, inaccuracy of representations and warranties, defaults under any of the loan documents, certain cross-defaults to other indebtedness, certain bankruptcy and insolvency events, invalidity of guarantees or grant of security interest, certain ERISA-related transactions and events, certain orders of forfeiture, change of control, certain undischarged attachments, sequestrations, or similar proceedings, and certain undischarged or non-stayed judgments, in certain cases subject to certain thresholds and grace periods.
We generate revenue from the delivery of targeted digital media solutions, enabling advertisers to connect intelligently with their audiences across online display, video, social and mobile mediums using our proprietary programmatic SSP. We refer to our publishers, app developers and channel partners collectively as our publishers. We generate revenue through the monetization of publisher ad impressions on our platform.
The Company generates revenue from the delivery of targeted digital media solutions, enabling advertisers to connect intelligently with their audiences across online display, video, social and mobile mediums using its proprietary programmatic SSP. The Company refers to its publishers, app developers, and channel partners collectively as its “publishers”.
The applicable margin under the 2021 Credit Facility as amended by the Term Loan Amendment (as defined below) is determined based on the consolidated total net leverage ratio of the Company and its consolidated subsidiaries, at a rate of 7.00% per annum if the consolidated total net leverage ratio is less than 1.00 to 1.00 and up to 10.00% per annum if the consolidated total net leverage ratio is greater than 3.50 to 1.00.
The applicable margin under the 2021 Credit Facility was determined based on the consolidated total net leverage ratio of the Company and its consolidated subsidiaries, at a rate of 6.50% per annum if the consolidated total net leverage ratio is less than 2.00 to 1.00 and up to 9.00% per annum if the consolidated total net leverage ratio was greater than 4.00 to 1.00.
Non-GAAP Financial Measures In addition to our results determined in accordance with U.S. generally accepted accounting principles (“GAAP”), including, in particular operating income, net cash provided by operating activities, and net income, we believe that earnings before interest, taxes, depreciation and amortization, as adjusted for acquisition transaction costs, forgiveness of Paycheck Protection Program loans, gain from revaluation and settlement of seller notes and earnout liability, loss on early extinguishment of debt, and stock-based compensation (“Adjusted EBITDA”), a non-GAAP measure, is useful in evaluating our operating performance.
Non-GAAP Financial Measures In addition to our results determined in accordance with U.S. generally accepted accounting principles (“GAAP”), including, in particular operating income, net cash provided by operating activities, and net income, we believe that earnings before interest, taxes, depreciation and amortization, as adjusted for revaluation of tax receivable agreement liability, loss on early termination of line of credit, forgiveness of PPP loan, loss on redemption of non-participating preferred units, and stock-based compensation (“Adjusted EBITDA”), a non-GAAP measure, is useful in evaluating our operating performance.
Our performance is affected by our ability to maintain and grow our access to valuable ad impressions from current publishers as well as through new relationships with publishers. For the year ended December 31, 2022, we processed approximately 3.4 trillion bid requests. Expanding and managing investments Each impression or transaction occurs in a fraction of a second.
Our performance is affected by our ability to maintain and grow our access to valuable ad impressions from current publishers as well as through new relationships with publishers. For the year ended December 31, 2023, we processed approximately 7.9 trillion bid requests, up 134% from 2022 when we processed 3.4 trillion bid requests.
The SVB Loan Agreement provides for the SVB Revolving Credit Facility in the original principal amount of $5 million, subject to a borrowing base determined based on eligible accounts, and up to an additional $2.5 million incremental revolving facility subject to the lender’s consent, which may increase the aggregate principal amount of the SVB Revolving Credit Facility to $7.5 million.
The Credit Agreement provides for a revolving credit facility in the principal amount of up to $10 million, subject to a borrowing base determined based on eligible accounts, and an up to $5 million uncommitted incremental revolving facility.
We pay suppliers for the cost of digital media, advertising inventory, data and any add-on services or features.
Therefore, we report revenue on a gross basis inclusive of all supplier costs. We pay suppliers for the cost of digital media, advertising inventory, data and any add-on services or features.
Our performance depends on our ability to keep pace with industry changes such as header bidding and the evolving needs of our publishers and buyers while continuing our cost efficiency. Seasonality In general, the advertising industry experiences seasonal trends that affect the vast majority of participants in the digital marketing ecosystem.
Our performance depends on our ability to keep pace with industry changes such as header bidding and the evolving needs of our publishers and buyers while continuing our cost efficiency. Seasonality In the advertising industry, companies commonly experience seasonal fluctuations in revenue.
The loans under the 2021 Credit Facility bear interest per annum equal to LIBOR plus the applicable margin minus any applicable impact discount.
The loans under the 2021 Credit Facility originally bore interest at LIBOR plus the applicable margin minus any applicable impact discount.
Sell-side advertising cost of revenues increased $39.8 million, to $49.6 million, or 85% of revenue for the year ended December 31, 2022, compared to $9.8 million, or 81% of revenue, for the same period in 2021.
Sell-side advertising cost of revenues increased $56.1 million, to $105.7 million, or 86% of revenue for the year ended December 31, 2023, compared to $49.6 million, or 83% of revenue, for the same period in 2022.
To take advantage of this industry shift, we have entered into Supply Path Optimization agreements directly with buyers. As part of these agreements, we provide advertisers and agencies with benefits ranging from custom data and workflow integrations, product features, volume-based business terms, and visibility into campaign performance data and methodology.
As part of these agreements, we provide advertisers and agencies with benefits ranging from custom data and workflow integrations, product features, volume-based business terms, and 47 Table of Contents visibility into campaign performance data and methodology.
Many customers run several different campaigns throughout the year to capitalize on different seasons, special events and other happenings at their respective regions and localities. We provide digital advertising and media buying capabilities with a focus on generating measurable digital and financial life for our customers. Revenue arrangements are evidenced by a fully executed insertion order (“IO”).
Many customers run several different campaigns throughout the year to capitalize on different seasons, special events and other 62 Table of Contents happenings at their respective regions and localities. The Company provides digital advertising and media buying capabilities with a focus on generating measurable digital and financial life for its customers.
In connection with our IPO, the Company adopted the 2022 Omnibus Incentive Plan (“2022 Omnibus Plan”) to facilitate the grant of equity awards to our employees, consultants and non-employee directors. On June 10, 2022, our board of directors granted stock options and restricted stock units (“RSUs”) to our employees and non-employee directors.
In connection with our initial public offering, the Company adopted the 2022 Omnibus Incentive Plan (“2022 Omnibus Plan”) to facilitate the grant of equity awards to our employees, consultants and non-employee directors.
Loss on early redemption of non-participating preferred units. In February 2022, we redeemed the non-participating Class B Preferred Units and recognized a loss on the redemption of $590,689 in connection with the write-off of the fair value associated with the units. 51 Table of Contents Loss on early extinguishment of debt.
In February 2022, we redeemed the non-participating Class B Preferred Units and recognized a loss on the redemption of $0.6 million in connection with the write-off of the fair value associated with the units. Forgiveness of Paycheck Protection Program Loan.
During the fiscal years ended December 31, 2021 and 2020, we obtained loans pursuant to the Paycheck Protection Program (“PPP”), administered by the U.S. Small Business Administration (“SBA”). Forgiveness of PPP loans is recognized as a gain in the period it is granted. On February 16, 2021, the remaining $10,000 balance of the PPP-1 Loan granted in 2020 was forgiven.
During the fiscal year ended December 31, 2021, we obtained loans pursuant to the Paycheck Protection Program (“PPP”), administered by the U.S. Small Business Administration (“SBA”). Forgiveness of PPP loans is recognized as a gain in the period it is granted. In March 2021, DDH LLC received the proceeds of $0.3 million.
In testing goodwill for impairment, we have the option to begin with a qualitative assessment, commonly referred to as “Step 0,” to determine whether it is more likely than not that the fair value of a reporting unit containing goodwill is less than its carrying value.
Goodwill Goodwill is assessed for impairment at least annually (as of December 31) starting with a qualitative assessment to determine whether it is more likely than not that the fair value of a reporting unit containing goodwill is less than its carrying value.
On December 3, 2021, DDH LLC entered into the 2021 Credit Facility with Lafayette Square, as administrative agent, and the various lenders thereto.
Credit Facilities Lafayette Square On December 3, 2021, the Company entered into the Term Loan and Security Agreement (the “2021 Credit Facility”) with Lafayette Square Loan Services, LLC (“Lafayette Square”) as administrative agent, and the various lenders thereto.
An “impression” is delivered when an advertisement appears on pages viewed by users. The performance obligation is satisfied over time as the volume of impressions are delivered up to the contractual maximum for fully managed revenue and the delivery of media inventory for self-serve revenue.
The Company offers its services on a fully managed basis, which is recognized over time using the output method when the performance obligation is fulfilled. An “impression” is delivered when an advertisement appears on pages viewed by users. The performance obligation is satisfied over time as the volume of impressions are delivered up to the contractual maximum.
Overview Direct Digital Holdings, Inc. and its subsidiaries (collectively the “Company,” “DDH,” “we,” “us” and “our”), headquartered in Houston, Texas, is an end-to-end, full-service programmatic advertising platform primarily focused on providing advertising technology, data-driven campaign optimization and other solutions to underserved and less efficient markets on both the buy- and sell-side of the digital advertising ecosystem. Direct Digital Holdings, Inc.
Further, we cannot assess the impact of each currently known or new factor on our results of operations or the extent to which any factor, or combination of factors, may cause actual results to differ materially from those contained in any forward-looking statements. 45 Table of Contents Overview Direct Digital Holdings, Inc. and its subsidiaries (collectively the “Company,” “DDH,” “we,” “us” and “our”), headquartered in Houston, Texas, is an end-to-end, full-service programmatic advertising platform primarily focused on providing advertising technology, data-driven campaign optimization and other solutions intended for underserved and less efficient markets on both the sell- and buy-side of the digital advertising ecosystem.
Generally, IOs specify the number and type of advertising impressions to be delivered over a specified time at an agreed upon price and performance objectives for an ad campaign.
Revenue arrangements are evidenced by a fully executed insertion order (“IO”) and/or a master service agreement (“MSA”) covering a combination of marketing tactics. Generally, IOs specify the number and type of advertising impressions to be delivered over a specified time at an agreed upon price and performance objectives for an ad campaign.
Results of Operations Comparison of the Fiscal Years Ended December 31, 2022 and 2021 The following tables set forth our consolidated results of operations for the periods presented.
On April 11, 2022, this balance was forgiven. 51 Table of Contents Results of Operations Comparison of the Years Ended December 31, 2023 and 2022 The following tables set forth our consolidated results of operations for the periods presented (in thousands).
General and administrative (“G&A”) expenses increased from $5.5 million in 2021 to $7.2 million in 2022. G&A expenses as a percentage of revenue was 8% for 2022, compared to 14% for 2021. The increase in G&A costs during 2022 was primarily due to costs associated with our transition to and operation as a public company.
G&A expenses as a percentage of revenue was 8% for both 2023 and 2022. The increase in G&A costs during the year ended December 31, 2023 was primarily due to costs associated with our transition to and operation as a public company beginning in February 2022.
Our platform allows publishers to sell, in real time, ad impressions to buyers and provides automated inventory management and monetization tools to publishers across various device types and digital ad formats. We recognize revenue when an ad is delivered in response to a winning bid request from ad buyers.
The Company generates revenue through the monetization of publisher ad impressions on its platform. The Company’s platform allows the Company to sell, in real time, ad impressions from publishers to buyers and provides automated inventory management and monetization tools to publishers across various device types and digital ad formats.
For the sell-side advertising segment, we pay publishers a fee, which is typically a percentage of the value of the ad impressions monetized through our platform. Cost of revenues consists primarily of publisher media fees and data center co-location costs. Media fees include the publishing and real time bidding costs to secure advertising space.
Cost of revenues consists primarily of publisher media fees and data center co-location costs. Media fees include the publishing and real time bidding costs to secure advertising space.
Additionally, based on the Company’s expectations of its cash flow from operations and the available cash held by the Company, the Company believes that it will have sufficient cash resources to finance its operations and service any debt obligations for at least the next twelve months following the issuance of this Annual Report on Form 10-K.
Based on projections of revenue and operating results in the coming year, the available cash held by the Company and the amounts the Company may borrow under the Credit Agreement, the Company believes that it will have sufficient cash resources to finance its operations and service any maturing debt obligations for at least the next twelve months following the issuance of these financial statements.
In our sell-side advertising segment, many advertisers allocate the largest portion of their budgets to the fourth quarter of the calendar year in order to coincide with increased holiday purchasing. As a result, the 50 Table of Contents first quarter tends to reflect lower activity levels and lower revenue.
For example, in our sell-side advertising segment, many advertisers allocate the largest portion of their budgets to the fourth quarter of the calendar year in order to coincide with increased holiday purchasing. We expect our sell-side revenue to continue to fluctuate based on seasonal factors that affect the advertising industry as a whole.
Buy- side advertising 52 Table of Contents cost of revenues increased $0.5 million, to $10.4 million, or 36% of revenue for the year ended December 31, 2022, compared to $9.9 million, or 38% of revenue, for the same period in 2021.
We expect these higher costs to continue in future fiscal periods. Buy-side advertising cost of revenues increased $3.4 million, to $13.8 million, or 40% of revenue for the year ended December 31, 2023, compared to $10.4 million, or 36% of revenue, for the same period in 2022.
We maintain agreements with each DSP in the form of written service agreements, which set out the terms of the relationship, including payment terms (typically 30 to 90 days) and access to its platform. In an effort to reduce the risk of nonpayment, we have insurance with a third-party carrier for our accounts receivable.
The Company maintains agreements with its customers in the form of written service agreements, which set out the terms of the relationship, including payment terms (typically 30 to 90 days) and access to its platform.
Contractual Obligations and Future Cash Requirements Our principal contractual obligations expected to give rise to material cash requirements consist of non-cancelable leases for our various facilities and the 2021 Credit Facility. We lease furniture and office space in Houston and Austin from an unrelated party under non-cancelable operating leases dating through February 2030.
Contractual Obligations and Future Cash Requirements As of December 31, 2023, our principal contractual obligations expected to give rise to material cash requirements consist of the 2021 Credit Facility, the Credit Agreement and non-cancelable leases for our various facilities.
Operating expenses Operating expenses consist of compensation expenses related to our executive, sales, finance, and administrative personnel (including salaries, commissions, stock-based compensation, bonuses, benefits, and taxes), general and administrative expenses for rent expense, professional fees, independent contractor costs, selling and marketing fees, and administrative and operating system subscription costs, insurance, as well as amortization expense related to our intangible assets.
For the buy-side advertising segment, cost of revenues consists primarily of digital media fees, third-party platform access fees, and other third-party fees associated with providing services to our customers. 50 Table of Contents Operating expenses Operating expenses consist of compensation expenses related to our executive, sales, finance and administrative personnel (including salaries, commissions, stock-based compensation, bonuses, benefits and taxes); general and administrative expenses (including rent expense, professional fees, independent contractor costs, selling and marketing fees, administrative and operating system subscription costs, insurance, and amortization expense related to our intangible assets); and other expense (including transactions that are unusual in nature or which are occurring infrequently).
The increase in costs was primarily due to the related increase in revenue, while the 3% increase as a percentage of revenue was due to the mix and concentration of publishers and the related costs. We expect these higher costs to continue in future fiscal periods.
The increase in costs was primarily due to the related increase in revenue, while the 3% increase as a percentage of revenue was due to an increase in fixed costs of approximately $1.6 million related to an increase in server capacity to support the growth as well as the mix and concentration of publishers and the related costs.
As a result of these direct relationships, our existing advertisers and agencies are incentivized to allocate an increasing percentage of their advertising budgets to our platform. We have broad exposure to the ecosystem of buyers, which has consistently increased since the formation of Colossus Media in September 2017.
As a result of these direct relationships, our existing advertisers and agencies are incentivized to allocate an increasing percentage of their advertising budgets to our platform. We also strive to retain existing publishers and add new publishers.
Sell-side advertising business Increasing revenue from publishers and advertising spend from buyers Colossus Media operates our proprietary sell-side programmatic platform operating under the trademarked banner of Colossus SSP. The buyers on our platform include DSPs, agencies and individual advertisers.
Key Factors Affecting Our Performance We believe our growth and financial performance are dependent on many factors, including those described below. Sell-side advertising business Increasing revenue from customers through increased advertising spend from buyers Colossus Media operates our proprietary sell-side programmatic platform operating under the trademarked banner of Colossus SSP.
If we determine that it is more likely than not that the fair value of a reporting unit is less than its carrying value, then a quantitative goodwill impairment analysis is performed which is referred to as “Step 1.” Depending upon the results of that measurement, the recorded goodwill may be written down, and impairment expense is recorded in the consolidated statements of operations when the carrying amount of the reporting unit exceeds the fair value of the reporting unit.
Depending upon the results of the quantitative measurement, the recorded goodwill may be written down and an impairment expense is recorded in the consolidated statements of operations when the carrying amount of the reporting unit exceeds the fair value of the reporting unit. Goodwill is reviewed annually and tested for impairment upon the occurrence of a triggering event.
The preparation of the consolidated financial statements requires us to make estimates and assumptions that affect the amounts of assets and liabilities reported, disclosures about contingent assets and liabilities, and reported amounts of revenue and expenses.
GAAP requires management to make estimates and assumptions that affect the reported amounts of assets, liabilities and disclosure of contingent liabilities at the date of the financial statements and the reported amounts of revenue and expenses during the reporting period. Actual results could differ from these estimates.
We anticipate that the future minimum payments related to our current indebtedness over the next five years will be $655,000 in 2023, $1.3 million in 2024, $1.3 million in 2025, $1.3 million in 2026, $1.3 million in 2027, and $19.9 million thereafter, assuming we do not refinance our indebtedness or enter into a new revolving credit facility. 58 Table of Contents We believe our cash on hand in addition to our cash generated by operations will be sufficient to cover these obligations as well as the future cash requirements of being a public company.
We anticipate that the future minimum payments related to our current indebtedness over the next five years will be $1.5 million in 2024, $4.5 million in 2025, $25.7 million in 2026, less than $0.1 million in 2027, less than $0.1 million in 2028, and $0.1 million thereafter, assuming we do not refinance our indebtedness, enter into a new revolving credit facility or make any further draws under the revolving facility.
To fund our operations and service our debt thereafter, depending on our growth and results of operations, we may have to raise 54 Table of Contents additional capital through the issuance of additional equity and/or debt, which could have the effect of diluting our stockholders.
Sources of Liquidity The following table summarizes our cash and cash equivalents, working capital, and availability under our Credit Agreement (as defined below) on December 31, 2023 and 2022 (in thousands): December 31, 2023 2022 Cash and cash equivalents $ 5,116 $ 4,047 Working capital $ 3,280 $ 6,712 Availability under Credit Agreement $ 7,000 $ — To fund our operations and service our debt thereafter and depending on our growth and results of operations, we may raise additional capital through the issuance of additional equity and/or debt, which could have the effect of diluting our stockholders.
Our growing sales team seeks to increase our business with the addition of new and existing publishers as well as by increasing our universe of buyers. In addition, establishing multiple header bidding integrations by leveraging our technology capabilities allows us to maximize our access to publishers’ ad formats, devices and various properties that a publisher may own.
Establishing multiple header bidding integrations by leveraging our technology capabilities allows us to maximize our access to publishers’ ad formats, devices and various properties that a publisher may own. We may also up-sell additional products including our header bidding management, identity, and audience solutions.
The increase is due to a one-time severance charge of $0.6 million, as well as headcount additions primarily in our operations area to support our growth, and higher commission expense and bonus expense, partially offset by lower consulting expenses as a result of these consultants being converted to full-time employees.
The increase is due to headcount additions primarily in our operations area to support our growth as well as in our shared services to support our public company infrastructure, bonus expense and severance of $0.3 million.
Given that most transactions take place in an auction/bidding format, we continue to make investments across the platform to further reduce the processing time. In addition to the robust infrastructure supporting our platform, it is also critical that we align with key industry partners in the digital supply chain. The Colossus SSP is agnostic to any specific demand side platform.
In addition to the robust infrastructure supporting our platform, it is also critical that we align with key industry partners in the digital supply chain. The Colossus SSP is agnostic to any specific demand side platform. We automate workflow processes whenever feasible to drive predictable and value-added outcomes for our customers and increase productivity of our organization.
We believe these factors include, but are not limited to, the following: ● our dependence on the overall demand for advertising, which could be influenced by economic downturns; ● any slow-down or unanticipated development in the market for programmatic advertising campaigns; ● the effects of health epidemics; ● operational and performance issues with our platform, whether real or perceived, including a failure to respond to technological changes or to upgrade our technology systems; ● any significant inadvertent disclosure or breach of confidential and/or personal information we hold, or of the security of our or our customers’, suppliers’ or other partners’ computer systems; ● any unavailability or non-performance of the non-proprietary technology, software, products and services that we use; ● unfavorable publicity and negative public perception about our industry, particularly concerns regarding data privacy and security relating to our industry’s technology and practices, and any perceived failure to comply with laws and industry self-regulation; ● restrictions on the use of third-party “cookies,” mobile device IDs or other tracking technologies, which could diminish our platform’s effectiveness; 45 Table of Contents ● any inability to compete in our intensely competitive market; ● any significant fluctuations caused by our high customer concentration; ● our limited operating history, which could result in our past results not being indicative of future operating performance; ● any violation of legal and regulatory requirements or any misconduct by our employees, subcontractors, agents or business partners; ● any strain on our resources, diversion of our management’s attention or impact on our ability to attract and retain qualified board members as a result of being a public company; ● as a holding company, we depend on distributions from DDH LLC to pay our taxes, expenses (including payments under the Tax Receivable Agreement) and dividends; ● DDH LLC may make distributions of cash to us substantially in excess of the amounts we use to make distributions to our stockholders and pay our expenses (including our taxes and payments under the Tax Receivable Agreement), which, to the extent not distributed as dividends on our Class A common stock, would benefit DDM as a result of its ownership of Class A common stock upon an exchange or redemption of its LLC Units; and ● other factors and assumptions discussed in this Annual Report on Form 10-K under “ Risk Factors ,” and elsewhere in this Annual Report on Form 10-K.
We believe these factors include, but are not limited to, the following: ● the restrictions and covenants imposed upon us by our credit facilities; ● the substantial doubt about our ability to continue as a going concern, which may hinder our ability to obtain future financing; ● our ability to secure additional financing to meet our capital needs; ● ineligibility to file short-form registration statements on Form S-3, which may impair our ability to raise capital; ● failure to satisfy applicable listing standards of the Nasdaq Capital Market resulting in a potential delisting of our common stock; ● costs, risks and uncertainties related to the restatement of certain prior period financial statements; ● any significant fluctuations caused by our high customer concentration; ● risks related to non-payment by our clients; ● reputational and other harms caused by our failure to detect advertising fraud; 44 Table of Contents ● operational and performance issues with our platform, whether real or perceived, including a failure to respond to technological changes or to upgrade our technology systems; ● restrictions on the use of third-party “cookies,” mobile device IDs or other tracking technologies, which could diminish our platform’s effectiveness; ● unfavorable publicity and negative public perception about our industry, particularly concerns regarding data privacy and security relating to our industry’s technology and practices, and any perceived failure to comply with laws and industry self-regulation; ● our failure to manage our growth effectively; ● the difficulty in identifying and integrating any future acquisitions or strategic investments; ● any changes or developments in legislative, judicial, regulatory or cultural environments related to information collection, use and processing; ● challenges related to our buy-side clients that are destination marketing organizations and that operate as public/private partnerships; ● any strain on our resources or diversion of our management’s attention as a result of being a public company; ● the intense competition of the digital advertising industry and our ability to effectively compete against current and future competitors; ● any significant inadvertent disclosure or breach of confidential and/or personal information we hold, or of the security of our or our customers’, suppliers’ or other partners’ computer systems; ● as a holding company, we depend on distributions from Direct Digital Holdings, LLC (“DDH LLC”) to pay our taxes, expenses (including payments under the Tax Receivable Agreement) and any amount of any dividends we may pay to the holders of our common stock; ● the fact that DDH LLC is controlled by DDM, whose interest may differ from those of our public stockholders; ● any failure by us to maintain or implement effective internal controls or to detect fraud; and ● other factors and assumptions discussed in this Annual Report on Form 10-K under “ Risk Factors ,” and elsewhere in this Annual Report on Form 10-K.
The increase in our sell-side advertising revenue was primarily due to a continued increase in impression inventory, as well as increased publisher engagement across general market and underrepresented publisher communities. For the year ended December 31, 2022, the Company processed approximately 111 billion average monthly impressions through its sell-side advertising segment, an increase of 57% from the prior year.
Sell-side advertising revenue increased $62.4 million, or 104%, while buy-side revenue increased $5.3 million, or 18%, over fiscal year 2022. The increase in our sell-side advertising revenue was primarily due to a continued increase in impression inventory, as well as increased publisher engagement across both general market and underrepresented publisher communities.
We have broad exposure to the ecosystem of buyers, reaching on average approximately 80,000 advertisers per month in 2021, which increased to approximately 114,000 in December 2022. As spending on programmatic advertising increasingly becomes a larger share of the overall ad spend, advertisers and agencies are seeking greater control of their digital advertising supply chains.
As spending on programmatic advertising increasingly becomes a larger share of the overall ad spend, advertisers and agencies are seeking greater control of their digital advertising supply chains. To take advantage of this industry shift, we have entered into Supply Path Optimization agreements directly with customers which address acceptable advertisements and data usage.
The maturity date of the 2021 Credit Facility is December 3, 2026. 55 Table of Contents The obligations under the 2021 Credit Facility are secured by senior, first-priority liens on all or substantially all assets and property of DDH LLC and its subsidiaries and are guaranteed by the subsidiaries of DDH LLC and include a secured pledge and guarantee by the Company.
The obligations under the 2021 Credit Facility are secured by senior, first-priority liens on all or substantially all assets of the Company. As of December 31, 2023, the Company owed a balance on the 2021 Credit Facility of $28.6 million.
Operating Expenses The following table sets forth the components of operating expenses for the periods presented. Year Ended December 31, Change 2022 2021 Amount Pcnt Compensation, tax and benefits $ 14,124,266 $ 8,519,418 $ 5,604,848 66 % General and administrative 7,218,871 5,525,107 1,693,764 31 % Total operating expenses $ 21,343,137 $ 14,044,525 $ 7,298,612 52 % Compensation, taxes and benefits Compensation, taxes and benefits increased from $8.5 million in 2021 to $14.1 million in 2022, an increase of $5.6 million, or 66%.
Operating Expenses The following table sets forth the components of operating expenses for the periods presented (in thousands): Year Ended December 31, Change 2023 2022 Amount Percentage Compensation, taxes and benefits $ 17,730 $ 14,124 $ 3,606 26 % General and administrative 13,199 7,219 5,980 83 % Other expense 8,830 — 8,830 nm % Total operating expenses $ 39,759 $ 21,343 $ 18,416 86 % nm – not meaningful Compensation, taxes and benefits Compensation, taxes and benefits of $17.7 million, increased by $3.6 million in 2023, or 26%, from $14.1 million in 2022.
Other expense for 2021 is comprised of approximately $3.1 million of interest expense and $2.7 million associated with the loss on early extinguishment of the SilverPeak Term Loan Facility, partially offset by other income and the forgiveness of the PPP loan. Interest Expense Interest expense remained flat in 2022 at $3.2 million compared to 2021.
Other expense, net for the year ended December 31, 2022 is comprised of $3.2 million of interest expense and $0.6 million associated with the loss on the early redemption of DDH LLC’s previously outstanding Class B Preferred Units partially offset by forgiveness of the PPP loan and other income.
We automate workflow processes whenever feasible to drive predictable and value-added outcomes for our customers and increase productivity of our organization. In the first half of 2023, we expect to transition our server platform to HPE Greenlake, which we expect will provide increased capacity, faster response time, and expansion capabilities to align with growth in our business.
In the first half of 2023, we transitioned our server platform to HPE Greenlake, which provides increased capacity, faster response time, and expansion capabilities to align with growth in our business. 48 Table of Contents Managing industry dynamics We operate in the rapidly evolving digital advertising industry.
The following table presents a reconciliation of Adjusted EBITDA to net loss for each of the periods presented: Year Ended December 31, 2022 2021 Net Income (Loss) [1] $ 4,166,603 $ (1,507,097) Add back (deduct): Amortization of intangible assets 1,953,819 1,953,818 Depreciation and amortization of property and equipment 34,218 — Interest expense 3,230,612 3,184,029 Loss on early extinguishment of debt — 2,663,148 Tax expense 326,597 63,526 Stock-based compensation 153,778 — Forgiveness of PPP loan (287,143) (10,000) Gain on seller earnout revaluation — (31,443) Loss on early redemption of non-participating preferred units 590,689 41,622 Adjusted EBITDA $ 10,169,173 $ 6,357,603 __________________ [1] During the year ended December 31, 2022, we recorded a one-time severance charge of approximately $654,205. In addition to operating income and net income, we use Adjusted EBITDA as a measure of operational efficiency.
The most directly comparable GAAP measure to Adjusted EBITDA is net income. 60 Table of Contents The following table presents a reconciliation of Adjusted EBITDA to net income for each of the periods presented (in thousands): Year Ended December 31, 2023 2022 Net (loss) income [1] $ (6,844) $ 4,167 Add back (deduct): Interest expense 4,378 3,231 Amortization of intangible assets 1,954 1,954 Stock-based compensation 706 154 Stock-based compensation accrued but not yet granted 1,409 — Depreciation and amortization of property, equipment and software 253 34 Loss on early termination of line of credit 300 — Income tax expense 568 326 Revaluation of tax receivable agreement liability (331) — Forgiveness of Paycheck Protection Program loan — (287) Loss on redemption of non-participating preferred units — 590 Adjusted EBITDA $ 2,393 $ 10,169 __________________ [1] During the years ended December 31, 2023 and 2022, we recorded one-time severance charges of approximately $0.3 million and $0.7 million, respectively.
Buy-side advertising We purchase media based on the budget established by our customers with a focus on leveraging data services, customer branding, real-time market analysis and micro-location advertising. We offer our platform on a fully managed and a moderate/self-serve basis, revenue from which is recognized over time using the output method when the performance obligation is fulfilled.
The Company recognizes revenue at a point in time when an ad is delivered or displayed in response to a winning bid request from ad buyers. Buy-side advertising The Company purchases media based on the budget established by its customers with a focus on leveraging data services, customer branding, real-time market analysis and micro-location advertising.
On September 30, 2020, DDH LLC acquired Orange142, LLC (“Orange142”) to further bolster its overall programmatic buy-side advertising platform and enhance its offerings across multiple industry verticals such as travel, healthcare, education, financial services and consumer products with particular emphasis on small- and mid-sized businesses transitioning into digital with growing digital media budgets. 46 Table of Contents The subsidiaries of Direct Digital Holdings, Inc. are as follows: Advertising Solution Date Current % and of Subsidiary Ownership Segment Date of Formation Acquisition Direct Digital Holdings, LLC 100 % N/A June 21, 2018 August 26, 2021 Huddled Masses, LLC 100 % Buy-side November 13, 2012 June 21, 2018 Colossus Media, LLC 100 % Sell-side September 8, 2017 June 21, 2018 Orange142, LLC 100 % Buy-side March 6, 2013 September 30, 2020 Both buy-side advertising businesses, Huddled Masses and Orange142, offer technology-enabled advertising solutions and consulting services to clients through multiple leading demand side platforms (“DSPs”).
In late September 2020, DDH LLC acquired Orange142, LLC (“Orange 142”) to further bolster its overall programmatic buy-side advertising platform and to enhance its offerings across multiple industry verticals such as travel, education, healthcare, financial services, consumer products and other sectors with particular emphasis on small- and mid-sized businesses transitioning into digital with growing digital media budgets.
Sell-side advertising gross profit increased $8.1 million over 2021, primarily due to the increase in revenue over the prior year.
Sell-side advertising gross profit increased $6.3 million for the year ended December 31, 2023 as compared to prior year, primarily due to the increase in revenue. Sell-side advertising gross margin was 14% and 17% for the years ended December 31, 2023 and 2022, respectively.
Colossus Media is our proprietary sell-side programmatic platform operating under the trademarked banner of Colossus SSP™ (“Colossus SSP”). Colossus SSP is a stand-alone tech-enabled, data-driven sell-side platform (“SSP”) that helps deliver targeted advertising to diverse and multicultural audiences, including African Americans, Latin Americans, Asian Americans and LGBTQIA+ customers, as well as other specific audiences.
Colossus SSP is a stand-alone sell-side platform (“SSP”) intended to deliver targeted advertising to diverse and multicultural audiences, including African Americans, Latin Americans, Asian Americans and LGBTQIA+ customers, as well as general audiences. Both buy-side advertising businesses, Orange 142 and Huddled Masses, offer technology-enabled advertising solutions and consulting services to clients through demand side platforms (“DSPs”).
In fiscal 2020, we acquired Orange142, and incurred transaction costs primarily consisting of legal fees. Other (Expense) Income Other income. Other income includes income associated with recovery of receivables and other miscellaneous credit card rebates. Forgiveness of Paycheck Protection Program Loan.
Other expense, net Other income. Other income includes income associated with recovery of receivables and other miscellaneous credit card rebates. Interest expense.
Our revenue recognition policies are discussed in more detail under “Critical Accounting Policies and Estimates.” Cost of revenues Cost of revenues for our buy-side advertising segment consists primarily of digital media fees, third-party platform access fees, and other third-party fees associated with providing services to our customers.
Our revenue recognition policies are discussed in more detail under “Critical Accounting Estimates and Related Policies.” Cost of revenues For cost of revenues for our sell-side advertising segment, we pay publishers a fee, which is typically a percentage of the value of the ad impressions monetized through our platform.
Our intangible assets are recorded at fair value at the time of their acquisition and are stated within our consolidated balance sheets net of accumulated amortization. Intangible assets are amortized on a straight-line basis over their estimated useful lives or using an accelerated method.
Intangible assets are amortized on a straight-line basis over their estimated useful lives and recorded as amortization expense within general and administrative expenses in the consolidated statements of operations. The Company’s intangible assets are being amortized over their estimated useful lives, using the straight-line method with non-compete agreements over 5 years and other intangibles over 10 years.
During the year ended December 31, 2022, net cash used in financing activities increased by $1.4 million, from $(0.7) million used in financing activities for the year ended December 31, 2021 to $(2.1) million used in financing activities for the year ended December 31, 2022.
The increase in cash and cash equivalents compared with December 31, 2022, primarily resulted from $2.6 million in cash flows from operating activities partially offset by $0.2 million in cash flows used for investing activities and $1.3 million in cash flows used for financing activities.