Paste a URL and roast_bot analyzes your website's AI visibility — the Schema.org structured data, llms.txt and AI crawler access that decide whether ChatGPT, Claude, Perplexity and Google AI Overviews can cite you. Then it scores you out of 100 and tells you exactly how bad it is. It is not nice about it.
AI assistants do not browse like humans. They parse structured data to understand what a business is and what it sells. Only about 12% of websites have any. If yours does not, the AI describes a competitor instead of you — and you never see the traffic you lost.
Your AI visibility score, what is broken, and a public permalink.
Page-by-page audit, score breakdown, findings and prioritized fixes.
Everything above plus a one-paste schema auto-injector, a generated llms.txt, and install instructions for WordPress, Squarespace, Shopify, Wix, Webflow and GoDaddy.
We deploy the whole thing for you. Credit from lower tiers applies.
A validator tells you whether your markup parses. roast_bot tells you whether an AI assistant can actually find, understand and cite your business.
Yes. The roast and the score cost nothing.
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