I built a free tool that checks whether AI assistants can actually read your site
Most "AI SEO" advice right now is guesswork dressed up as certainty. Nobody can guarantee an AI assistant cites your site. What you can actually check is the verifiable stuff: can a crawler reach your content, is it marked up so a model can parse it, does your page answer the question in the first two sentences instead of the fifth paragraph.
I built a free checker that runs those checks in your browser: paste a URL, get a real score and the exact fixes for what's failing. No signup, nothing stored.
Launched it on Product Hunt today: https://www.producthunt.com/products/free-ai-visibility-checker-2?launch=ai-visibility-score
Happy to answer anything about how the scoring works, or what it deliberately doesn't check (it measures conditions, not rankings).
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