Is your website visible to ChatGPT, Claude and Perplexity? Instantly check, score and validate your llms.txt file so AI models can read, understand and recommend your content.
Enter your website URL and we will find your llms.txt automatically
Analyzing your AI visibility files...
Fetching llms.txt, agents.md, robots.txt and running AI teardown in parallel
Get actionable insights in under 30 seconds
Fetches all three agentic-discovery files (llms.txt, llms-full.txt, agents.md), checks AI-crawler access in robots.txt, and detects whether each file is custom content or an unmodified platform default.
An AI assistant answers five real buyer questions using only your files. Gaps and wrong answers become evidence for the audit -- not speculation. This is what an AI shopping assistant actually says about your store today.
Returns an AI Representation Leak Score (% of AI-driven discovery forfeited), a ranked leak stack with verbatim evidence and paste-ready full-file fixes, and an AI Readiness Roadmap with effort labels.
Use ecomspy LLMs Validator to check whether AI assistants find and represent your store correctly - a necessary step toward being found and bought by AI, though no file guarantees it. It audits your llms.txt, llms-full.txt, and agents.md as one stack, then runs a live round-trip asking an AI assistant your real buyer questions using only your files. Gaps and wrong answers become evidence, not guesses. You get an AI Representation Leak Score and paste-ready fixes. Free, no account needed.
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Everything you need to know