geo-content-optimizer

Optimize content for AI citations across ChatGPT, Claude, Perplexity, and Google systems. Optimizes content for AI-generated answers and citation surfaces such as ChatGPT, Perplexity, Gemini, Claude, and AI Overviews. Improves structure, authority signals, factual density, quotable statements, source attribution, and overall GEO readiness. See references/ai-overview-recovery.md for the 4-phase playbook (measure → diagnose → rewrite → monitor) tailored to recovery scenarios (as opposed to generic GEO optimization). Expected output : a ready-to-use asset or implementation-ready transformation plus a short handoff summary ready for memory/content/ . Emit the standard shape from skill-contract.md §Handoff Summary Format . Use ~~AI monitor and ~~SEO tool when connected; otherwise ask for target queries, content, engines, competitor examples, and known AI-citation gaps. See CONNECTORS.md .