AI visibility · GEO score

bencho.dev

#139 of 405 ranked sites· better than 63% of them· #18 of 37 in Productivity· scanned Nov 7, 2026
90
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Biggest quick win

Fix section headings and bencho.dev jumps from #139 to #26

+6 points, 90 → 96. Rescan after the fix and the board updates.

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bencho.dev scores 90/100 for AI visibility. How does your site do?

Score over time

1 scan, one point per day

One scan so far. Rescan after a fix and the trend shows up here.

The checks

2 of 16 not fully passing

Access

25/25
  • AI crawlers allowedGPTBot, ClaudeBot, PerplexityBot allowed12/12
  • Readable without JavaScriptContent is in the HTML8/8
  • SitemapFound5/5

AI guidance

21/25
  • llms.txtFound8/8
  • llms.txt qualityTitle, summary and links7/7
  • llms-full.txtMissing0/4
  • Meta descriptionClear6/6

Structure

19/25
  • One clear H1Clear6/6
  • Section headingsThin0/6
  • Page titleGood length4/4
  • Image alt textDescribed4/4
  • Canonical URLSet5/5

Facts

25/25
  • Structured data (JSON-LD)Valid8/8
  • Organization / product schemaDescribes the business7/7
  • Linked profiles (sameAs)Linked4/4
  • Open Graph tagsComplete6/6

2 things to fix

Get the fixes
  • mediumStructure content with H2/H3 headingsAI models parse heading hierarchies to build a table of contents of your page. Flat text means AI can't extract specific facts.
  • lowAdd llms-full.txt with your docs and pricing in one filellms-full.txt is the long version of llms.txt: everything an AI needs to answer detailed questions, in one plain-text file.

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bencho.dev AI visibility score
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What the AIs say about bencho.dev

The score above is the floor. This is how each assistant describes the site when asked.

What ChatGPT, Claude and Gemini actually say about bencho.dev: their answers, scores and what to fix.

  • ChatGPT: How GPT describes the product, who it's for, and what it gets wrong
  • Claude: Whether Claude recommends it, and for which questions
  • Gemini: What Gemini says about pricing, features and alternatives

See what each AI says about you

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bencho.dev GEO score: 90/100 | Geodify