AI visibility · GEO score

questalliance.net

#85 of 107 ranked sites· better than 20% of them· scanned Oct 28, 2026
68

Biggest quick win

Fix llms.txt and questalliance.net jumps from #85 to #73

+8 points, 68 → 76. Rescan after the fix and the board updates.

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questalliance.net scores 68/100 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

7 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

6/25
  • llms.txtMissing0/8
  • llms.txt qualityMissing title, summary or links0/7
  • llms-full.txtMissing0/4
  • Meta descriptionClear6/6

Structure

22/25
  • One clear H17 H1 tags3/6
  • Section headingsStructured6/6
  • Page titleGood length4/4
  • Image alt textDescribed4/4
  • Canonical URLSet5/5

Facts

15/25
  • Structured data (JSON-LD)Valid8/8
  • Organization / product schemaNo business or product schema3/7
  • Linked profiles (sameAs)No profile links0/4
  • Open Graph tagsIncomplete4/6

6 things to fix

Get the fixes
  • highAdd llms.txt — the resume AI reads about your brandllms.txt is a structured file that tells AI exactly what your company does, your products, pricing, and key pages. Without it, AI has to guess — and it guesses wrong.
  • 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.
  • mediumDescribe your business with Organization or SoftwareApplication schemaYour JSON-LD doesn't say what the business or product is.
  • lowLink your official profiles with sameAssameAs ties your site to your X, LinkedIn and GitHub accounts.
  • mediumAdd one clear H1 heading — AI's first impression of your page7 H1 tags: keep exactly one H1 that says what the product is.
  • mediumComplete your Open Graph tags (title, description, image)Open Graph tags are the card AI tools and social sites show for your link.

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What the AIs say about questalliance.net

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

What ChatGPT, Claude and Gemini actually say about questalliance.net: 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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