Singular

Singular is a San Francisco and Tel Aviv-based marketing attribution and analytics platform that unifies marketing data across all channels to help growth teams measure true ROI, prevent ad fraud, and scale campaigns with AI-powered insights. The platform consolidates spend, attribution, and performance data from hundreds of ad networks, apps, and web sources into a single source of truth, enabling marketers to track user journeys across mobile, web, CTV, PC, and console. Key capabilities include mobile attribution, SKAdNetwork attribution, deep linking, cross-device attribution, fraud prevention, creative analytics, ETL/reverse-ETL data pipelines, and audience management. Founded in 2014 with offices in San Francisco, Tel Aviv, Bangalore, London, and Seoul, Singular acquired Apsalar in 2017 to expand its mobile measurement capabilities. The platform is trusted by brands including Lyft, Airbnb, LinkedIn, Microsoft, DoorDash, and Warby Parker.