Singular (company)

Singular (company)
Name	Singular
Type	Private
Industry	Advertising technology
Founded	2014
Founders	Anthony Rose; Gadi Eliashiv
Headquarters	London; San Francisco
Key people	Anthony Rose; Gadi Eliashiv
Products	Marketing analytics; mobile attribution; fraud prevention
Num employees	200–500

Singular (company) is an advertising technology firm specializing in marketing analytics, attribution, and fraud prevention for mobile and digital advertising. The company provides platforms that integrate campaign data from multiple sources to enable measurement and optimization for advertisers, publishers, and agencies. Singular's services intersect with digital advertising ecosystems involving programmatic platforms, mobile measurement partners, and analytics tools.

History

Singular was founded in 2014 by Anthony Rose and Gadi Eliashiv amid rapid growth in mobile advertising and the emergence of programmatic networks. Founding occurred against a backdrop that included the rise of Apple Inc.'s iOS platform, the expansion of Google LLC's Android (operating system), and intensifying competition among Facebook, Inc. and Snap Inc. for mobile ad spend. Early investor interest came from venture capital firms and strategicbackers familiar with adtech and analytics, reflecting trends established by companies such as AdMob, AppLovin Corporation, and Unity Technologies.

As the company scaled, Singular expanded offices to major technology hubs including San Francisco, London, and other markets to serve clients operating across the United States, Europe, and Asia. Singular's growth coincided with regulatory and platform shifts involving General Data Protection Regulation discussions in the European Union and privacy changes announced by Apple Inc. at events like the Apple Worldwide Developers Conference.

Products and Services

Singular offers an integrated marketing intelligence platform that consolidates campaign data from demand-side platforms, advertising networks, and analytics vendors. The product suite includes attribution services comparable to offerings from Adjust, Appsflyer, and Branch Metrics; fraud detection mechanisms akin to those used by DoubleVerify and Integral Ad Science; and reporting tools used by brands such as large publishers and agencies.

Clients can ingest cost data from platforms including Google Ads, Meta Platforms, Inc. (formerly Facebook, Inc.), Twitter, Inc. (now X Corp.), and programmatic exchanges, while measuring outcomes in event tracking systems like Firebase and Mixpanel. Singular's dashboards enable marketers to reconcile spend with performance across touchpoints that may include Apple App Store, Google Play, and third-party e‑commerce platforms.

Technology and Infrastructure

Singular's platform relies on scalable cloud infrastructure and data pipelines to process large volumes of event-level advertising data. The company employs technologies and design patterns similar to those used at Amazon Web Services, Google Cloud Platform, and Microsoft Azure for storage, compute, and orchestration. Data engineering approaches reflect best practices from firms such as Databricks and Snowflake in handling ETL workloads, while analytics visualization echoes solutions from Tableau Software and Looker.

For fraud detection and attribution, Singular combines deterministic matching, probabilistic inference, and heuristic rules, resembling methodologies adopted by Nielsen Holdings and Comscore. The stack integrates SDKs and server-to-server connectors used throughout the mobile advertising ecosystem and must adapt to platform-level changes introduced by Apple Inc. and Google LLC.

Business Model and Customers

Singular operates on a software-as-a-service model, licensing its platform to advertisers, publishers, and agencies. Revenue streams typically include subscription fees, usage-based pricing for data processing, and premium services for enterprise integrations. The customer base includes mobile app developers, consumer brands, performance marketing agencies, and media buyers who previously relied on legacy attribution providers and in-house analytics teams.

Key clients often operate in sectors represented by companies such as Electronic Arts, Zynga, Booking Holdings, Walmart Inc., and other major advertisers that require cross-channel measurement. Singular competes in markets alongside established adtech vendors and analytics firms including Adjust, Appsflyer, Tune (company), and Kochava.

Funding and Financials

Singular secured venture funding in multiple rounds from investors experienced with adtech and enterprise software. Early and later-stage backers included venture capital firms and strategic investors known for supporting technology startups in the United States and Israel. Funding milestones paralleled market movements seen with peers such as Appsflyer and Branch Metrics, where capital enabled product development and geographic expansion.

Financial details such as revenue, profitability, and valuations are typically disclosed in private financing announcements or regulatory filings when applicable, and have varied with market conditions impacting advertising spend, analogous to trends observed at companies like The Trade Desk and Magnite, Inc..

Corporate Governance and Leadership

Singular's leadership team includes its founders and executives with backgrounds in software engineering, digital advertising, and data science. Governance practices align with norms for private technology firms and involve boards or advisors with experience in scaling platforms across Silicon Valley and international markets. Executives often have prior affiliations with technology companies and startups comparable to Sky (British broadcaster), BBC engineering alumni, or enterprise software firms.

Controversies and Legal Issues

As with many adtech companies, Singular has navigated scrutiny around data privacy, attribution integrity, and the shifting regulatory landscape shaped by laws such as the General Data Protection Regulation and policy changes from Apple Inc.. Industry-wide disputes over measurement accuracy and fraud labeling have pitted vendors against competitors and clients, mirroring debates involving companies like Appsflyer and Adjust. Any specific legal proceedings or regulatory actions would be reported in contemporaneous press and public filings.

Category:Advertising technology companies