Comscore Inc.

Company Overview

Business Model: Comscore, Inc. is a global information and analytics company that measures advertising, content, and consumer audiences across various media platforms. Its products are built on a global data platform that integrates information from digital platforms (connected televisions, mobile devices, tablets, computers), traditional televisions, direct-to-consumer applications, and movie screens, combined with demographic and descriptive data. Comscore utilizes proprietary data science to measure person-level and household-level audiences, de-duplicating viewing across devices and over time, to establish a common standard for advertising transactions. This enables media ecosystem participants to understand and monetize audiences, and develop effective marketing strategies. Products are delivered via Software-as-a-Service (SaaS) platforms, application programming interfaces (APIs), data feeds, and integrations with advertising technology providers.

Market Position: Comscore operates in a highly competitive and rapidly evolving market for audience and advertising measurement. The company differentiates itself through its ability to provide accurate, de-duplicated, and timely cross-platform measurement (TV, digital, CTV, social), leveraging large-scale data collection from proprietary consumer panels, census data, and third-party providers. Its proprietary methodologies, such as Unified Digital Measurement (UDM) and patented TV measurement systems, are designed to address media fragmentation and evolving privacy concerns. Comscore aims to be a trusted, objective third-party data provider, adapting its offerings to emerging technologies and industry standards.

Recent Strategic Developments:

• New Credit Agreement: On December 31, 2024, Comscore entered into a new senior secured financing agreement with Blue Torch Finance LLC, providing a $60.0 million borrowing capacity, including a $45.0 million term loan (fully funded at closing) and a $15.0 million revolving credit facility (unfunded at closing). Proceeds were used to resolve aged accounts payable, cash collateralize outstanding letters of credit, pay transaction fees, and strengthen cash position. This agreement matures in December 2028.
• Prior Credit Agreement Termination: The prior credit agreement with Bank of America, N.A. was terminated on December 31, 2024, after repaying the outstanding principal balance of $10.0 million on November 1, 2024, and cash collateralizing outstanding letters of credit using proceeds from the new Credit Agreement.
• Preferred Stock Issuance: On July 24, 2024, Comscore issued 13,257,294 additional shares of Series B Convertible Preferred Stock to existing holders. This issuance, valued at $32.8 million, was in exchange for the cancellation of accrued dividends for 2023 and 2024. This transaction reduced the special dividend threshold in the Stockholders Agreement to $47.0 million.
• Product Innovation: Launched "Predictive Audiences," an ID-free targeting capability that uses privacy-friendly contextual signals to enable advertisers to reach audiences based on granular consumer behavior across digital, mobile, and CTV campaigns.
• Restructuring Plan: Substantially completed a restructuring plan in 2024, initiated in 2022, which included workforce reductions, reallocation of resources, modernization of technology platforms, and consolidation of data storage to improve cost efficiency and align with strategic priorities.

Geographic Footprint: Comscore operates globally with employees in 15 countries. Its primary geographic market for employees is North America (59%), followed by Asia-Pacific Rim (20%), Europe (12%), and Latin America (9%). The majority of revenue is generated from sales within the United States (89.4% of total revenue in 2024). Non-U.S. revenue increased in 2024 primarily due to Syndicated Audience offerings, but is expected to decline as a percentage of total revenues due to relative growth in domestic product offerings.

Financial Performance

Revenue Analysis

Profitability Metrics (2024):

• Gross Margin: 41.4%
• Operating Margin: -16.7%
• Net Margin: -16.9%

Investment in Growth (2024):

• R&D Expenditure: $33.1 million (9.3% of revenue)
• Capital Expenditures: $24.1 million (primarily capitalized internal-use software costs of $23.2 million)
• Strategic Investments: Reinvestment in and modernization of key technology platforms, consolidation of data storage and processing activities, and increased focus on product infrastructure and innovation.

Business Segment Analysis

Comscore operates as one reportable segment. However, revenue is disaggregated into two solution groups: Content & Ad Measurement and Research & Insight Solutions. The cost structure is tracked at the corporate level and not by solution groups.

Content & Ad Measurement

Financial Performance:

• Revenue: $301.1 million (-2.8% YoY)
• Key Growth Drivers: Decrease in Syndicated Audience offerings (lower renewals of national TV and syndicated digital products, lower variable cloud computing reimbursements) partially offset by an increase in Cross-Platform revenue driven by increased usage of Proximic products.

Product Portfolio:

• Syndicated Audience: Includes subscription-based offerings for linear TV (national and local), digital and streaming, and theatrical box office receipts. Products include Comscore TV - National, Comscore TV - Local, Media Metrix Multi-Platform, Mobile Metrix, Video Metrix Multi-Platform, Plan Metrix, Cross-Platform Content Ratings, OnDemand Essentials, Movie Solutions (Box Office Essentials, International Box Office Essentials, PostTrak, Swift), and Hollywood Software Suite (TDS, EMS, Enterprise Web, Cinema ACE).
• Cross-Platform: Includes transaction-based products such as Activation Solutions (branded as Proximic, offering Audience Activation and Content Activation, including Predictive Audiences) and Comscore Campaign Ratings (CCR). These are used for planning, executing, optimizing, and activating ad campaigns.

Market Dynamics:

• Competitive positioning within segment: Media Metrix Multi-Platform and Mobile Metrix are leading currencies for online media planning.
• Key customer types and market trends: Local and national television broadcasters, content owners, network operators, streaming video distributors, digital content publishers, social media platforms, advertising technology companies, advertising agencies, movie studios, movie theater operators. The market is characterized by fragmentation across platforms and a need for de-duplicated audience measurement.

Research & Insight Solutions

Financial Performance:

• Revenue: $54.9 million (-10.6% YoY)
• Key Growth Drivers: Decrease primarily due to lower deliveries of certain custom digital products.

Product Portfolio:

• Major product lines and services: Custom TV, digital, and cross-platform data feeds, other data integrations, survey business, Consumer Brand Health business, and bespoke research, data, and insight deliverables.
• New product launches or major updates: Not specifically detailed for this segment in the provided text, but overall R&D focuses on enhancing coverage, scale, precision, and granularity across diverse media.

Market Dynamics:

• Key customer types and market trends: Financial service companies (investment firms, consumer banks, credit card issuers), manufacturers and retailers (consumer packaged goods, pharmaceuticals, automotive, electronics), telecommunication and internet technology companies, political campaigns and related organizations. Focus on tailored solutions for specific client needs and industries.

Capital Allocation Strategy

Shareholder Returns:

• Share Repurchases: None reported for the period.
• Dividend Payments: $17.6 million in cumulative dividends paid to holders of Convertible Redeemable Preferred Stock in 2024.
• Future Capital Return Commitments: The current special dividend threshold for Preferred Stockholders is $47.0 million. The Credit Agreement prohibits cash dividends to Preferred Stockholders prior to April 1, 2026, and imposes limitations thereafter.

Balance Sheet Position (as of December 31, 2024):

• Cash and Equivalents: $29.9 million
• Total Debt: $45.0 million (Secured term loan)
• Net Cash Position: -$15.1 million (Net Debt)
• Debt Maturity Profile (Term Loan):
  • 2025: $0.5 million
  • 2026: $2.3 million
  • 2027: $2.3 million
  • 2028: $40.1 million

Cash Flow Generation (2024):

• Operating Cash Flow: $18.1 million
• Free Cash Flow: -$6.0 million (Operating Cash Flow of $18.1 million minus Capital Expenditures of $24.1 million)

Operational Excellence

Production & Service Model: Comscore's operational philosophy centers on a global data platform that combines diverse data sources (digital platforms, televisions, direct-to-consumer applications, movie screens) with proprietary data science. This enables the measurement of person-level and household-level audiences, with a focus on de-duplicating viewing across devices and time. Products and services are delivered through Software-as-a-Service (SaaS) platforms, application programming interfaces (APIs), data feeds, and direct integrations with advertising technology providers.

Supply Chain Architecture: Key Suppliers & Partners:

• Data Providers: Proprietary consumer panels, content publishers (Digital Census Data), third-party data providers (demographic and behavioral mobile and panel data), satellite, telecommunications, connected (Smart) TV and cable operators (television and VOD viewership data), movie screens (gross receipts and attendance), and other third-party datasets (consumer demographic characteristics, attitudes, lifestyles, purchase behavior).
• Technology Partners: Programmatic advertising platforms (for integration of services), cloud-based data storage and bandwidth providers.
• Strategic Partners: Charter Communications Operating, LLC (long-term data license agreement).
• Other: WPP plc and its affiliates (provides various services supporting data collection efforts).

Facility Network:

• Headquarters: Reston, Virginia.
• Principal Offices: New York, New York and Portland, Oregon.
• Global Presence: Leased facilities in 16 locations worldwide, with employees dispersed across North America, South America, Europe, and Asia Pacific.
• Data Centers: Operates equipment inside third-party data center facilities located throughout the U.S. Currently undergoing an initiative to transform certain data collection, processing, and delivery systems to cloud-based platforms.

Operational Metrics: No specific quantitative operational metrics (e.g., capacity utilization, efficiency measures, quality indicators) are explicitly disclosed in the filing.

Market Access & Customer Relationships

Go-to-Market Strategy: Distribution Channels:

• Direct Sales: Utilizes an enterprise sales force to engage directly with customers.
• Channel Partners: Integrates with advertising technology providers such as ad servers, customer and data management platforms, supply-side platforms, and demand-side platforms. Also partners with advertising agencies, including holding companies and independent agencies.
• Digital Platforms: Delivers products and services through SaaS delivery platforms, application programming interfaces (APIs), and data feeds that integrate directly with customer systems or data collaboration/clean room environments.

Customer Portfolio: Enterprise Customers: Comscore serves a broad range of customers including local and national television broadcasters and content owners, network operators (cable companies, mobile operators, internet service providers), distributors of streaming video content, digital content publishers and social media platforms, advertising technology companies, advertising agencies, movie studios and movie theater operators, financial service companies, manufacturers and retailers of consumer products (e.g., consumer packaged goods, pharmaceuticals, automotive, electronics), telecommunication and internet technology companies, and political campaigns and related organizations.

• Customer Concentration: For the year ended December 31, 2024, the top 10 customers accounted for 34% of total revenues.

Geographic Revenue Distribution (2024):

• United States: 89.4% of total revenue ($318.4 million)
• Europe: 6.0% of total revenue ($21.3 million)
• Latin America: 1.9% of total revenue ($6.9 million)
• Canada: 1.6% of total revenue ($5.6 million)
• Other: 1.1% of total revenue ($3.9 million)
• Growth Markets: Non-U.S. revenue increased in 2024 primarily due to an increase in revenue from Syndicated Audience offerings. Comscore anticipates that non-U.S. revenues will decline as a percentage of total revenues due to relative growth in domestic product offerings.

Competitive Intelligence

Market Structure & Dynamics

Industry Characteristics: The market for audience and advertising measurement products is highly competitive and rapidly evolving. It is characterized by fragmentation across various media platforms and technologies, which presents challenges for traditional measurement systems. There is a growing demand for comprehensive, de-duplicated measurement of advertising campaigns and audiences across all channels and platforms. The industry is also influenced by new competitors, technological advancements, and evolving privacy standards.

Competitive Positioning Matrix:

Direct Competitors

Primary Competitors:

• Full-service market research firms: Offer broad market intelligence and analytical products.
• Television measurement competitors: Includes traditional incumbents and emerging startups.
• Online advertising companies: Provide measurement of online ad effectiveness and ad delivery for billing.
• Digital advertising technology point solutions: Specialized providers in specific areas of ad tech.
• Audience and content measurement, programmatic targeting, and competitive intelligence providers: Companies offering similar services across digital platforms.
• Analytical services companies: Provide detailed information about behavior on customers' own websites.
• Smart TV data companies: Specialized in collecting and reporting data from Smart TVs.
• TV and digital service providers: Including cable and satellite TV providers, who may offer their own measurement solutions.

Emerging Competitive Threats: New market entrants, disruptive technologies, and alternative solutions that could challenge existing measurement paradigms.

Competitive Response Strategy: Comscore's strategy involves continuously adapting its product offerings to emerging digital media technologies and standards, providing accurate, reliable, and objective third-party data, and innovating to meet the changing needs of customers, especially in the evolving privacy environment. This includes enhancing data coverage and scale, precision, and granularity across diverse media, devices, and geographies.

Risk Assessment Framework

Strategic & Market Risks

• Market Dynamics: Macroeconomic factors (inflation, rising interest rates, supply chain disruptions) have reduced or delayed advertising expenditures, directly impacting demand for Comscore's products. Softness in the advertising market is expected to continue into 2025, affecting revenue and potentially increasing costs.
• Competition: The market is highly competitive with new entrants, evolving technologies, and aggressive pricing policies from competitors, some with greater resources. Failure to compete effectively could lead to revenue decline, reduced margins, and loss of market share.
• Incomplete Analytics: Inability to gain or maintain access to critical media components or data on commercially reasonable terms, or insufficient technology/methodological challenges, could harm product quality and business performance.
• Technological Developments & Industry Standards: Failure to adapt to rapid technological changes (e.g., cookie deprecation, mobile advertising IDs, CTV viewing) or evolving industry standards (e.g., accreditation requirements) could render products obsolete or less competitive.
• Data Accuracy & Timeliness: Delivering or being perceived to deliver inaccurate or untimely information could lead to customer loss, refunds, litigation, and reputational damage.
• Methodology Changes: Changes to methodologies or scope of information collected could result in customer dissatisfaction, loss of data suppliers, and damage to brand.
• Panel Maintenance: Difficulty in maintaining statistically representative consumer panels of sufficient size and scope, or increasing costs of recruitment/maintenance, could degrade product quality and competitiveness.
• Customer Retention & Acquisition: Dependence on large customers (top 10 accounted for 34% of 2024 revenue). Loss of large customers or inability to add new ones, or difficulty persuading customers to switch from incumbent providers, could impair revenue growth and profitability.
• Acquisitions & Partnerships: Strategic transactions may not be successful, could divert management attention, and involve integration challenges, unknown liabilities, and potential dilution.

Operational & Execution Risks

• Supply Chain Vulnerabilities: Dependence on third-party data sources and hosting/delivery service providers. Disruptions, increased restrictions, or cost increases from these third parties could harm business.
• System Failures & Security Breaches: Reliance on efficient and uninterrupted operation of computer and communications systems. System failures, security breaches, or delays could lead to data loss, service interruptions, liability, and reputational harm.
• Customer/Partner Security Reviews: Failure to meet contractual or evolving security standards required by customers and partners could result in contract termination or adverse business impact.
• Restructuring Activities: Restructuring and cost reduction initiatives may not deliver expected results and could disrupt customer, partner, and employee relationships.
• Talent Management: Heavy reliance on management team and skilled personnel. Loss of key employees, inability to attract/retain qualified talent, or failure to integrate new personnel could harm business. Diminished effectiveness of equity awards as a retention tool may necessitate increased cash compensation or further equity dilution.

Financial & Regulatory Risks

• Financial Performance Volatility: Revenues and operating results may fluctuate due to customer buying behaviors, demand for custom projects, contract renewal rates, new product introductions, cost control failures, legal disputes, and macroeconomic conditions.
• Liquidity & Debt Service: Insufficient cash generation to service debt, dividend obligations, lease facilities, and trade payables could lead to liquidity challenges, asset disposal, or inability to secure additional financing.
• Impairment Charges: Risk of future impairment of goodwill or other intangible assets if key assumptions (future cash flows, market capitalization, economic conditions) are not realized. Comscore recorded $63.0 million and $78.2 million in goodwill impairment charges in 2024 and 2023, respectively.
• Derivative Fair Value Changes: Changes in assumptions used to determine the fair value of financing derivatives could adversely affect financial condition.
• Profitability: History of significant net losses ($60.2 million in 2024). May continue to incur losses and not achieve profitability, especially if operating expenses increase faster than revenues.
• Net Operating Loss Carryforwards: U.S. net operating loss carryforwards ($539.0 million federal, $1.5 billion state as of Dec 31, 2024) are subject to annual limitations under Section 382 and may expire unutilized or underutilized.
• Data Privacy & Security Regulation: Subject to numerous U.S. and foreign laws (e.g., GDPR, state privacy laws) and contractual obligations. Evolving regulatory environment, particularly concerning AI and data governance, could lead to increased costs, fines, litigation, and reputational harm.
• Intellectual Property: Risk of third-party infringement claims, costly litigation, or inability to protect and enforce its own intellectual property rights. Use of open source software could also pose risks.
• Tax Matters: Subject to taxation in multiple jurisdictions. Adverse developments in tax laws or disagreements with tax positions (e.g., Washington state sales tax audit assessment of $8.0 million) could materially affect financial results.

Geopolitical & External Risks

• International Operations: Risks include difficulties in panel recruitment, tailoring products to local markets, data access, compliance with diverse foreign laws (including anti-corruption), staffing, foreign value-added taxes, intellectual property protection, political/social/economic instability, and currency fluctuations.
• Export Controls & Sanctions: Business activities are subject to U.S. export controls and economic/trade sanctions laws. Failure to comply could result in penalties and reputational harm.
• Foreign Currency: Operations in Latin America, Europe, and Asia expose Comscore to foreign currency exchange rate risk, which can significantly affect operating results.

Innovation & Technology Leadership

Research & Development Focus: Comscore's R&D activities are centered on advancing media and cross-platform measurement. Key areas include:

• Coverage and Scale: Enhancing the breadth and depth of data collection across diverse media types, devices, and geographies.
• Precision and Granularity: Improving the accuracy and detail of audience measurement.
• Data Management: Developing new technologies to manage, stage, and deliver cross-platform data and analytics through various interfaces and integrations.
• Privacy-Centric Measurement: Designing solutions to measure online media while adhering to increased privacy concerns, including developing industry-compatible, interoperable methodologies for evolving browser, regulatory, and legal environments.
• Cross-Platform Measurement: Creating new methodologies for person-level TV and digital consumption at scale and across platforms.
• Data Fusion: Developing expertise in combining multiple data assets to leverage single-platform datasets into representative cross-platform measurements and working with partner data to enhance existing services, including original research into data overlaps and de-duplication.

Core Technology Areas:

• Data Collection: Includes metering (biometrics, audio fingerprinting), tagging (video viewability, browser optimization), IP obfuscation, and TV-off measurement methodology.
• Data Processing: Encompasses traffic and content categorization, demographic attribution, ad effectiveness measurement, data overlap and fusion, invalid traffic detection, data weighting, projection, and personification of viewership data.
• Artificial Intelligence (AI): Harnessing AI to intelligently contextualize massive amounts of web and video content for targeted and brand-safe advertising.

Innovation Pipeline:

• Predictive Audiences: A recently launched ID-free targeting capability that delivers contextually delivered, ID-free segments based on granular audience behaviors, designed to address signal loss from evolving privacy laws and third-party cookie deprecation. This solution aims to provide scale and precision for digital, mobile, and CTV campaigns.

Intellectual Property Portfolio:

• Patent Strategy: Protects innovations and products with numerous patents, focusing on data capture and processing techniques. This includes patents for metering, tagging, browser optimization, IP obfuscation, TV-off measurement methodology, traffic/content categorization, demographic attribution, ad effectiveness measurement, data overlap/fusion, invalid traffic detection, data weighting, projection, and personification of viewership data.
• Trademark Strategy: Files and maintains trademark protection for its products and services globally, including Unified Digital Measurement, UDM, vCE, Metrix, Proximic, XMedia, Comscore Campaign Ratings, Total Home Panel, Essentials, Box Office Essentials, OnDemand Essentials, and TV Essentials.
• Licensing Programs: Licenses data from third-party providers across media platforms, including satellite, telecommunications, and cable operators for TV and VOD viewership data, third-party scheduling datasets, data matching partners, and providers of demographic and behavioral mobile and panel data.

Technology Partnerships: Actively engages with existing and new partners to collaborate and test emerging solutions, expanding the reach of its large-scale integrations.

Leadership & Governance

Executive Leadership Team

Leadership Continuity: The company focuses on developing a strong, engaged team to execute business plans. Retention bonuses were approved for the CEO, CFO, and CCO in March 2025, subject to continued service through March 2026.

Board Composition: The Board of Directors currently consists of 10 directors. Charter Communications Holding Company, LLC, Liberty Broadband Corporation, and Pine Investor, LLC (collectively, the "Investors") each have the right to designate two directors. Itzhak Fisher has served as Chairman of the Board since November 2024. The Board's Audit Committee oversees management of financial, regulatory, compliance, and security risks, receiving quarterly reports on cybersecurity programs.

Human Capital Strategy

Workforce Composition (as of January 31, 2025):

• Total Employees: Approximately 1,200
• Employee Type: 93% full-time, 7% part-time.
• Geographic Distribution (as of December 31, 2024):
  • North America: 59%
  • Asia-Pacific Rim: 20%
  • Europe: 12%
  • Latin America: 9%
• Skill Mix (as of December 31, 2024):
  • Product and Technology: 56%
  • Sales and Service: 17%
  • Movies: 17%
  • General and Administrative: 10%

Talent Management:

• Acquisition & Retention: Critical to success, with a focus on building employee engagement, fostering a positive culture of trust, transparency, learning, and involvement, and providing competitive pay and benefits. Regularly reviews employee turnover and satisfaction rates. Average employee tenure is approximately six years, with over 10% of employees having more than ten years of service. Hiring efforts in 2024 included North America, Europe, India, and Latin America.
• Employee Value Proposition: Offers a competitive and varied portfolio of healthcare, wellness, financial, and other benefits. In the U.S., 84% of eligible employees were enrolled in healthcare plans as of December 31, 2024.
• Development Programs: Provides virtual, on-demand learning opportunities to all employees, with approximately 65% participation in 2024. Custom learning programs are also developed.

Diversity & Development:

• Diversity Metrics: Strives to build a workforce that reflects diversity, equity, and inclusion at all organizational levels.
• Culture & Engagement: Promotes a culture of involvement and appreciation for different backgrounds and perspectives. Supports Employee Resource Groups (ERGs) for LGBTQ+ persons, people of color, women, emerging professionals, parents and caregivers, and remote workers. Operates a Compliance Management System with mandatory training in areas like workplace harassment and code of business conduct. Employees are not represented by labor unions, except where customary.

Business Cyclicality & Seasonality

Demand Patterns:

• Economic Sensitivity: Comscore's business is highly dependent on the health of the media and advertising industries. The strength of the advertising market fluctuates with the economic prospects of specific advertisers, their spending priorities, and the general economy.
• Macroeconomic Impact: In recent years, macroeconomic factors such as inflation, rising interest rates, and supply chain disruptions have led to reductions or delays in advertising expenditures. These declines directly impact demand for Comscore's products, particularly those tied to discretionary advertising spend.
• Product-Specific Fluctuations: Newer products, for which revenue is recognized based on impressions used, are subject to higher fluctuations in revenue due to changes in customers' advertising budgets and spending.
• Future Outlook: Softness in the advertising market is expected to continue affecting the business into 2025.

Planning & Forecasting: Macroeconomic factors introduce uncertainty, making it more difficult to accurately predict future revenue and costs. This could lead to misallocation of resources or operating inefficiencies.

Regulatory Environment & Compliance

Regulatory Framework:

• Industry-Specific Regulations: Comscore is subject to numerous U.S. and foreign laws and regulations concerning data security, privacy, and data governance. This includes the European Union's General Data Protection Regulation (GDPR) and comprehensive privacy laws adopted by many U.S. states, which impose stringent requirements on the collection, processing, use, storage, sharing, and transmission of personal data.
• AI Regulation: Artificial intelligence (AI) is under evolving review by governments and regulatory agencies globally, potentially impacting Comscore's methodologies and imposing new disclosure or consent requirements.
• Regulatory Bodies: Monitors actions by the Federal Communications Commission, the Federal Trade Commission, and their state and foreign counterparts.

Trade & Export Controls:

• Export Restrictions: Business activities, including data collection from panelists worldwide, are subject to U.S. export controls and economic and trade sanctions laws. Comscore implements precautions and screening measures to prevent data collection from embargoed countries and regions.

Legal Proceedings:

• Material Litigation: Comscore is involved in various legal proceedings. Reserves are established for probable unfavorable outcomes that can be reasonably estimated.
• State Sales Tax Audit: In January 2025, Comscore received an initial audit assessment of approximately $8.0 million (including penalties and interest) from the State of Washington Department of Revenue for potential sales tax liabilities for fiscal years 2020 through 2023. Comscore is disputing the assessment and believes it has a strong position, but the outcome and potential liability are currently not reasonably estimable.

Tax Strategy & Considerations

Tax Profile:

• Effective Tax Rate: The effective tax rate for 2024 was -1.6%, compared to -2.0% in 2023 and -2.7% in 2022. This rate is primarily influenced by foreign tax activity, U.S. deferred taxes for tax-deductible goodwill and other indefinite-lived liabilities, and the impact of a valuation allowance.
• Valuation Allowance: Comscore maintains a valuation allowance against its net U.S. federal and state deferred tax assets, as well as certain foreign deferred tax assets, including net operating loss carryforwards. The decrease in the valuation allowance in 2024 was primarily due to a decrease in U.S. net operating loss carryforwards, net of an increase in capitalized R&E expenditures.
• Goodwill Impairment Impact: The income tax provision includes significant adjustments related to goodwill impairment, with a $17.2 million adjustment in 2024 and $20.9 million in 2023.

Geographic Tax Planning:

• Foreign Undistributed Earnings: Comscore intends to indefinitely reinvest accumulated undistributed earnings from its foreign subsidiaries to fund international operations. Under the Tax Cuts and Jobs Act (TCJA), there is no material U.S. federal income tax upon repatriation of these earnings, and thus no related foreign withholding taxes or state income taxes have been accrued.

Tax Reform Impact:

• TCJA Provisions: The TCJA's provisions, including the reduction in corporate tax rate, limitations on deductibility, and net operating loss limitations, have not had a material impact on Comscore's consolidated financial statements due to its loss position and the full valuation allowance against U.S. net deferred tax assets.
• R&E Expenditure Capitalization (Section 174): The TCJA's requirement to capitalize and amortize research and experiment expenditures (effective 2022) has only resulted in an immaterial increase in state cash taxes payable and a reclassification between deferred tax assets, without materially impacting the tax rate or results of operations due to the full valuation allowance.

Insurance & Risk Transfer

Risk Management Framework: Comscore maintains a comprehensive cybersecurity program to identify, assess, and manage risks from cybersecurity threats. This program is led by a dedicated team of cybersecurity professionals and overseen by the Vice President, Information Security, and the Chief Operating Officer. The information security management system is aligned with ISO 27001 and the privacy management system with ISO 27701 standards, with annual external audits. A third-party risk management process is in place for service providers. The Board of Directors, particularly the Audit Committee, actively oversees cybersecurity risks.

Insurance Coverage: While the filing mentions potential increases in "warranty and insurance costs" as a consequence of inaccurate data, it does not provide specific details on the types or limits of insurance coverage held by Comscore.

Business Cyclicality & Seasonality

Demand Patterns:

• Seasonal Trends: Not explicitly detailed in the filing.
• Economic Sensitivity: The strength of the advertising market, which directly impacts demand for Comscore's products, fluctuates in response to the economic prospects of specific advertisers or industries, advertisers' spending priorities, and the general economy.
• Industry Cycles: Recent macroeconomic factors, including inflation, rising interest rates, and supply chain disruptions, have caused some advertisers to reduce or delay advertising expenditures. These declines have directly impacted demand for Comscore's products, especially those tied to discretionary advertising spend. The company expects softness in the advertising market to continue into 2025.
• Product-Specific Volatility: Newer products, for which revenue is recognized based on impressions used, are subject to higher fluctuations in revenue from changes in customers' advertising budgets and spending.

Planning & Forecasting: Macroeconomic factors make it more difficult for Comscore to predict its future revenue and costs, which could result in misallocation of resources or operating inefficiencies.

Regulatory Environment & Compliance

Regulatory Framework:

• Industry-Specific Regulations: Comscore is subject to a wide array of U.S. and foreign laws and regulations governing data security, privacy, and data governance. This includes the European Union's General Data Protection Regulation (GDPR) and comprehensive privacy laws enacted by various U.S. states. These laws impose stringent requirements on the collection, processing, use, storage, sharing, and transmission of personal data, often with differing interpretations and enforcement across jurisdictions.
• AI Regulation: The development, use, and provision of AI technologies are subject to evolving review by governments and regulatory agencies globally. New and changing laws in this area could impact Comscore's methodologies, impose new disclosure or consent requirements, or limit its ability to pursue alternative strategies for product development.
• Regulatory Bodies: Comscore monitors actions by the Federal Communications Commission, the Federal Trade Commission, and their state and foreign counterparts, particularly regarding data security, privacy, AI, and broader industry developments affecting Internet Service Providers and advertisers.

Trade & Export Controls:

• Export Restrictions: Comscore's global business activities, including the sale of services and collection of data from panelists, are subject to U.S. export controls and economic and trade sanctions laws. While precautions are taken to prevent data collection from embargoed countries and regions, there is a risk of inadvertent collection. Compliance with these laws requires ongoing screening and procedural modifications.

Legal Proceedings:

• Material Litigation: Comscore is involved in various legal proceedings that arise in the normal course of business. The company establishes reserves for specific legal proceedings when an unfavorable outcome is probable and the loss can be reasonably estimated.
• State Sales Tax Audit: In January 2025, Comscore received an initial audit assessment of approximately $8.0 million (including alleged penalties and interest) from the State of Washington Department of Revenue for potential sales tax liabilities for fiscal years 2020 through 2023. Comscore is disputing this assessment, believing its activities are not taxable under applicable law, but the outcome and potential liability are currently not reasonably estimable.

Tax Strategy & Considerations

Tax Profile:

• Effective Tax Rate: For the year ended December 31, 2024, Comscore reported an effective tax rate of -1.6%. This rate is primarily driven by foreign tax activity and U.S. deferred taxes related to tax-deductible goodwill and other indefinite-lived liabilities.
• Valuation Allowance: A valuation allowance of $247.8 million was recorded against certain deferred tax assets as of December 31, 2024. This allowance applies to the deferred tax assets of Comscore's U.S. entities (federal and state tax attributes and timing differences) and certain foreign subsidiaries, reflecting management's assessment that it is more likely than not that these assets will not be realized.
• Goodwill Impairment Impact: The income tax provision for 2024 included an income tax adjustment of $17.2 million related to the impairment of goodwill.

Geographic Tax Planning:

• International Tax Structure: Comscore operates in multiple international jurisdictions.
• Foreign Undistributed Earnings: As of December 31, 2024, Comscore has foreign subsidiaries with accumulated undistributed earnings. The company intends to indefinitely reinvest these earnings to fund international operations, and therefore has not accrued any related foreign withholding taxes or state income taxes, as the Tax Cuts and Jobs Act (TCJA) allows for a dividend received deduction resulting in no material U.S. federal income tax upon repatriation.

Tax Reform Impact:

• TCJA Impact: The TCJA's provisions, including the corporate tax rate reduction, limitations on officer compensation and net interest expense, and net operating loss limitations, have not materially impacted Comscore's consolidated financial statements due to its U.S. loss position and the full valuation allowance against its U.S. net deferred tax assets.
• Section 174 (R&E Expenditures): The requirement to capitalize and amortize research and experiment expenditures under Section 174 (effective 2022) has resulted in an immaterial increase in state cash taxes payable and a reclassification between deferred tax assets. However, due to the full valuation allowance, this provision did not materially impact Comscore's tax rate or results of operations.