Immutable. This exact content is served forever at /api/v1/blob/52135bcaad58ef9d.
--- name: geo description: Analyze and score only a page's AI-search visibility (GEO/AEO) — answer extractability, fact density, AI-crawler access, entity linking, and llms.txt — and report an AI Visibility score with a citability breakdown. Read-only. Use for "will AI engines cite this?", GEO/AEO, or ChatGPT/Perplexity/Google AI Overviews/Gemini optimization. argument-hint: "<url|path>" allowed-tools: Read, Grep, Glob, WebFetch, Bash, Task --- # /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).