← ClaudeAtlas

geo-content-optimizerlisted

Use when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Claude. Not for structural on-page SEO — use on-page-seo-checker; not for net-new drafting — use content-writer. AI引用优化/GEO优化/AI搜索
jahidulislamseo/antigravity-ai-skills · ★ 4 · AI & Automation · score 76
Install: claude install-skill jahidulislamseo/antigravity-ai-skills
# 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_W