VibeCheck · GEO audit for AI search

GEO audit: can AI answer engines actually quote your site?

AI answer engines cite pages they can parse and trust. If your site has no structured data, blocks AI crawlers, or buries answers inside marketing copy, you are invisible in the fastest-growing discovery channel.

No signup · Results in ~10 seconds · Public pages only

What this scan checks

Structured data

Organisation, Service, Article and FAQPage JSON-LD that engines can parse.

Crawler access

GPTBot, PerplexityBot, ClaudeBot and Google-Extended rules in robots.txt.

Quotable answers

Direct answer paragraphs and FAQ blocks engines can lift verbatim.

Entity signals

Consistent name, service and location facts an engine can attribute.

In short

A GEO (Generative Engine Optimisation) audit checks whether AI answer engines such as ChatGPT, Perplexity, Claude and Google AI Overviews can crawl, parse and quote a website. VibeCheck tests JSON-LD structured data, entity clarity, AI crawler permissions in robots.txt and the presence of short, quotable answers.

  • GEO carries 10% of the VibeCheck score and is scored separately from classic SEO
  • Most vibe-coded sites fail GEO because no structured data is generated at build time
  • Fix prompts include ready-to-paste JSON-LD for your detected stack

Questions we get asked

What is GEO?

Generative Engine Optimisation — making a site easy for AI answer engines to crawl, understand and cite, rather than just ranking in blue links.

Should I block AI crawlers?

If you want AI citations and referral traffic, allow them. VibeCheck flags when your robots.txt silently blocks the engines you want visibility in.

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  • Free 0-100 production readiness score
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  • AI fix prompts for Lovable, Cursor, Claude Code and ChatGPT
  • Free re-scan to prove the score moved

No signup · Results in ~10 seconds · Public pages only