/claude-seo-ai:geo

The AI-search (GEO/AEO) subset of the audit. Read-only.

$ARGUMENTS = <url|path>.

What to do

1. Build the PageSnapshot via seo-crawl-render, then run the AI-visibility path — you may dispatch the ai-search-geo-specialist subagent: seo-geo-answerblocks (M11), seo-geo-factdensity (M12), seo-ai-crawlers (M14/M21), seo-entity-linking (M6), plus seo-schema-jsonld (M5) and seo-rendering (M4) as they feed AI visibility.
2. Run seo-score and report the AI Visibility score (band + interpretation), a citability breakdown by category, and the prioritized GEO/AEO actions.
3. Remind the user that llms.txt is reported but scored 0 (low/uncertain impact — partial vendor support). Never writes files; offer /claude-seo-ai:fix for the safe AUTO fixes (e.g. AI-crawler robots.txt preset).