Field reports from a working GEO agency. Live case studies, methodology, and what we learn measuring ourselves first.
A concluded experiment, and a negative result. 25 days on a real high-traffic site, 2.78 million requests, and every named AI crawler took the HTML and asked for markdown zero times. Here is the full log data and what actually did pull it.
Result: yes, but only when they fetch the page. We planted a coined term where no human can see it, and Grok read all five planted terms straight out of our structured data - then showed us the curl command it used. The engines that answered from memory cited our competitors instead.
A live experiment: a noindexed page, never linked or listed, pushed out only by hand off-web - to test whether the AI engines ingest it anyway, and whether sharing alone is a route into AI answers.
We logged what ChatGPT, Claude, Gemini, Grok and Perplexity actually fetch when you paste them a URL. Every one is JavaScript-blind - server-side proof for GEO and AEO.
We just turned llmcartel.com into a clean-slate experiment. The site is brand new. No external citations. No press. We started a clock to answer a question every founder asks: how long does it take an LLM bot to discover a new business entity?
