geo-content-optimizer

# GEO Content Optimizer Optimizes content for AI-generated answers and citation surfaces such as ChatGPT, Perplexity, Gemini, Claude, and AI Overviews. ## What This Skill Does Improves structure, authority signals, factual density, quotable statements, source attribution, and overall GEO readiness. ## Quick Start ```text Optimize this content for GEO/AI citations: [content or URL] Make this article more likely to be cited by AI systems Write content about [topic] optimized for both SEO and GEO Audit this content for GEO readiness and suggest improvements AI Overview is eating clicks on 12 head queries — build a recovery plan ``` See [AI Overview Recovery](references/ai-overview-recovery.md) for the 4-phase playbook (measure → diagnose → rewrite → monitor) tailored to recovery scenarios (as opposed to generic GEO optimization). ## Skill Contract **Expected output**: a ready-to-use asset or implementation-ready transformation plus a short handoff summary ready for `memory/content/`. - **Reads**: the brief, target keywords, entity inputs, and quality constraints. **Canonical entity profiles**: if the content mentions a brand / person / product, this skill MUST consult `memory/entities/<slug>.md` (per the [entity-geo handoff schema](../../references/entity-geo-handoff-schema.md)) to populate `display_name`, `description_short`, `ai_resolution_status` and decide whether disambiguation boilerplate is needed. If the profile is missing or stale (>90 days), declare `DONE_WITH...