·10 min
AI Agent Readiness 2026: 5,095 Websites Probed for an MCP Door
We asked 5,095 websites if an AI agent can call them. 3.7% answer over MCP, 85% of those are missing from the registry, and platforms built doors for stores.
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AEO
Whether answer engines cite you, and what actually changes it. Measured on this site rather than asserted, including which crawlers to let in and what the llms.txt evidence really shows.
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Visibility Analyzer
This is what the Visibility Analyzer measures on a real site: which answers cite you, which pages an engine cannot retrieve, and what to fix first. Free to run.
Run a free visibility auditFree to run. No card.
- Fee
- Free
- Length
- One run, minutes
Free tier: two analyses a day, no card required.
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Before we count this visit
Analytics and ad measurement tell us which pages and which of our ads do their job: Google Analytics and Google Ads, the Meta pixel, Yandex Metrica, and one first-party id of our own. Nothing is stored until you answer, and declining changes nothing about the site.