audit

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.