Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Words AI uses
AI reaches for privacy-centric · privacy-safe · strong when it describes Singular.
Sources
singular.net shapes more of what AI says about Singular than any other source, at 42% of its citations.
021newsletter.com · cometly.com · firebase.google.com · support.google.com
The market map
Mobile App Growth & Engagement Tools →Where AI ranks Singular
Excerpts where Singular appeared in the AI's answer

Singular stands out for unifying attribution with granular ad spend and cost aggregation, providing streamlined ROI and ROAS analytics across SKAN and non-SKAN channels.

Singular emphasizes “privacy-resilient” attribution, SKAN, modeled metrics, and aggregated measurement.
Excerpts where Singular appeared in the AI's answer

Singular: Offers deep linking that relies on mobile attribution to connect a user to their last click before installation

Singular: Focuses on linking that connects users to the last click before installation for ad campaigns.