geo
Analyze and score only a page's AI-search visibility (GEO/AEO) — answer extractability, fact density, AI-crawler access and Google AI-feature snippet eligibility, entity linking, AI discovery files, and agent-readiness — and report an AI Visibility score with a citability breakdown, plus optional unscored probes (web-search presence, Search Console generative-AI impressions). Read-only. Use for "will AI engines cite this?", GEO/AEO, or ChatGPT/Perplexity/Google AI Overviews/Gemini optimization.
Why this score
This repo hosts 10 skills, so its 77 stars are split between them (about 8 each) for scoring.
Popularity score: 53/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit cabd6079dc1a, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onegeo Hainrixz/claude-seo-ai · Skill | 53 | ★ 77 | ≈126 always | 2mo ago |
| geo-citability zubair-trabzada/geo-seo-claude · Skill Both about geo and citability | 81 | ★ 11k | ≈67 always | 16d ago |
| geo-optimization fabricioctelles/skills · Skill Same job: seo | 59 | ★ 114 | ≈102 always | 16d ago |
| seo-geo ReScienceLab/opc-skills · Skill Same job: seo | 71 | ★ 1.9k | ≈103 always | 16d ago |
| improve-aeo-geo onvoyage-ai/gtm-engineer-skills · Skill Both about geo and aeo | 65 | ★ 1.3k | ≈65 always | 24d ago |
| seo-geo-optimizer ViryaZheng/recomby-geo · Skill Same job: seo | 55 | ★ 459 | ≈149 always | 4mo ago |