| name | audit |
| parent | best-aeo-skill |
| description | Run a full GEO audit on a URL. Computes 0-100 composite score across Technical/Citability/Schema/Entity vectors. Returns confidence-labeled findings. Use when the user asks to "audit", "check", "diagnose", or "score" a website's AI search visibility. |
audit — sub-skill
Diagnose a URL's AI search visibility. Returns a 0–100 composite GEO Score with ranked, confidence-labeled findings.
When to invoke
- "Audit https://example.com"
- "Run a GEO audit on my site"
- "Why isn't my site cited by ChatGPT?"
- "Check my AI search visibility"
Inputs
--url <URL> (required) — single page audit--sitemap <URL> (alt) — batch up to 100 pages--profile [default|saas|ecommerce|publisher|local|agency|devtools|academic]--format [terminal|markdown|json]
Outputs
- Composite GEO Score (0-100) with band classification (Excellent/Good/Foundation/Critical)
- Per-vector breakdown
- Ranked findings with severity × confidence × projected impact
- Recommended fix command for each finding
Run
python3 scripts/audit.py --url https://example.com --profile saas
Implementation
See scripts/audit.py.
