For publishers and advertisers chasing visibility in AI search, Gist is a Q&A-economy platform spanning GEO for organic AI-answer visibility, Gist Ads for paid placement inside AI answers, and Gist Answers for monetizing branded Q&A engagement.
Presence & Market Position
Tracked · below panel floor — earned mentions are accruing toward the next scored window.
Measures earned, engagement-weighted share of voice across the GTM voices panel. Methodology →
Gist is positioning itself as the measurement and monetization layer between publishers and advertisers and the AI engines now answering search queries directly, spanning organic AI-answer visibility through GEO, paid placement through Gist Ads, and monetized Q&A engagement through Gist Answers, under parent company ProRata's push to get AI platforms to credit and pay content owners. The GEO line is recent, launched in April 2026 to track brand appearance across ChatGPT, Google AI Overviews, Gemini, and Perplexity. Coverage in the GTM conversation is early, a quieter footprint so far as the GEO and ads lines reach wider practitioner awareness.
Scrunch AI
OtterlyAI
Noble
GrowthX
AthenaHQDoorDash, TransUnion, Lancome, Norwegian Cruise Line, David Yurman, Time Magazine, Fortune Magazine, The Atlantic, HuffPost, Adweek
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Business Profile
Gist operates as a product of ProRata, the AI-visibility company founded in 2024 by Bill Gross, inventor of the pay-per-click ad model. ProRata has raised more than $75 million, including a $40 million Series B, since that launch. Gist GEO, the company's flagship measurement product, launched publicly in April 2026 alongside Gist Ads and Gist Answers, spanning measurement, paid placement, and monetized Q&A inside AI search. At 16 employees, Gist has moved from launch to enterprise customers across retail, media, and travel within its first year, with subscription pricing published from roughly $100 to $350 a month plus enterprise tiers.
Agent Readiness
Measures how easily your agents can build on it — API, MCP, CLI, SDK, docs depth. Methodology →
No public API, MCP, or SDK surface is documented for Gist. The product is built to measure and improve how a brand is represented inside AI-generated answers across chatbots, AI overviews, and search assistants, which positions it as infrastructure for how AI systems describe a brand rather than a surface AI agents connect to directly. Nothing on the vendor's site points to an agent-facing roadmap yet.
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