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Benchline

Free GEO citability checker for AI crawlers

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Paste a brand + URL and get a shareable report on whether AI systems can cite you (llms.txt, schema, H1, readiness crawl). Not a ChatGPT rank tool. Free English GEO / AI visibility checker with shareable /r/{id} reports.

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PH · launched Oct 29, 2026 · 1 upvote (top 67%)

Similar launches

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Could you build this?

Yes A web tool that fetches a URL and checks for llms.txt, schema markup, H1 presence, and basic crawlability, then produces a shareable report. This is standard crawling and HTML analysis.

Competitors

Other products that read as similar to this one : 255 launches clear the similarity bar, closest 8 shown.

Attention rank: #118 of 256 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 365 days after the earliest competitor.

Other launches for this product