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AI Visibility Lab
Check if AI answer engines can cite your website
AI Visibility Lab is a free GEO and AEO toolkit that audits whether ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews can crawl, understand, cite, and recommend your website.
Top comment
I built AI Visibility Lab to make AI search readiness easier to diagnose. Traditional SEO checks do not always show whether answer engines can crawl, understand, and cite a site, so this tool looks at crawler access, robots.txt, sitemap.xml, llms.txt, schema, answer extractability, citation readiness, and freshness signals in one free audit.
About AI Visibility Lab on Product Hunt
“Check if AI answer engines can cite your website”
AI Visibility Lab was submitted on Product Hunt and earned 5 upvotes and 2 comments, placing #114 on the daily leaderboard. AI Visibility Lab is a free GEO and AEO toolkit that audits whether ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews can crawl, understand, cite, and recommend your website.
On the analytics side, AI Visibility Lab competes within SEO — topics that collectively have 37.9k followers on Product Hunt. The dashboard above tracks how AI Visibility Lab performed against the three products that launched closest to it on the same day.
Who hunted AI Visibility Lab?
AI Visibility Lab was hunted by David Flores Flores. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AI Visibility Lab including community comment highlights and product details, visit the product overview.