Skip to content

Add GEODoctor — open-source evidence-backed GEO audit CLI#67

Open
LJMStark wants to merge 1 commit into
amplifying-ai:mainfrom
LJMStark:add-geodoctor
Open

Add GEODoctor — open-source evidence-backed GEO audit CLI#67
LJMStark wants to merge 1 commit into
amplifying-ai:mainfrom
LJMStark:add-geodoctor

Conversation

@LJMStark

@LJMStark LJMStark commented Jul 3, 2026

Copy link
Copy Markdown

What

Adds GEODoctor to Utilities & Generators → Open Source Data / Evals.

Why it fits this list

  • Open source (Apache-2.0), runs with one command: npx geo-doctor audit yoursite.com — no API key required
  • Evidence-backed by design: all 33 audit rules cite public research — the KDD'24 GEO paper (arXiv:2311.09735), the citation-absorption measurement study (arXiv:2604.25707), Vercel/MERJ AI-crawler data, llms.txt spec. Full rule×evidence table in methodology.md
  • Scores 5 dimensions (machine access, structure, chunkability, citability, freshness) → 0-100 GEO Score with terminal/HTML/JSON reports
  • Bilingual EN/中文 — covers both international and Chinese AI-search ecosystems (incl. Bytespider policy checks)
  • Includes a reproducible leaderboard of 11 well-known sites

One line added, matching the existing entry format. Thanks for maintaining this list!

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant