u/elPimps

▲ 8 r/aeo+4 crossposts

Open Source bookmarklet to inspect grounding queries and cited domains behind ChatGPT and Claude answers

I was trying to inspect what LLMs actually search before answering, not just the final output.

So I built a browser bookmarklet that opens a separate terminal-style view and shows:

  • grounding/fan-out queries
  • domain-scoped vs open-web searches
  • cited domains that survive into the final answer
  • source concentration across retrieved results

It currently works with:

  • ChatGPT live conversations
  • Claude live conversations, with JSON import fallback when live access is not available

The main reason I built it was for SEO/GEO/retrieval debugging. In a lot of cases, the interesting part is not the answer itself but:

  • what queries the model fanned out into
  • whether it used explicit site constraints
  • which domains kept surfacing
  • which sources actually made it into the response

I’m posting this mainly to get feedback on the approach:

  • would you inspect anything else in the retrieval chain?
  • what would you want to export?
  • would Gemini/AI Mode support be useful?

If people are interested, I can share the repo in the comments (but i don't even know if i can post link here...)

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u/elPimps — 3 hours ago