geogenius.ai
AI as the audience
- 4 search-enabled engines
- 11-dimension score
- ~61k LOC
- Why we built it
- Buyers are starting to ask an AI for an agent before they ask Google. That quietly flips who you optimize for — the reader isn't a person scanning a page anymore, it's a model deciding whose name to say out loud.
- What it does
- GeoGenius probes ChatGPT, Grok, Claude, and Gemini through their search-enabled APIs — so an agent sees what each engine says after it actually searched the live web, not what it memorized. You get the transcript, the citations, and the sub-queries the engine ran to get there.
- How it works
- The fix is structural, not cosmetic. We publish the agent as Schema.org JSON-LD — every closing a SellAction, every hyperlocal note a geo-anchored Comment — server-rendered at a crawlable URL behind a bot allowlist, so engines can read it without executing JavaScript. Every probe also extracts the other agents an engine named, so a competitive map builds itself.