Geo content optimizer

--- name: geo-content-optimizer description: 'Use when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews,Gemini , andClaude . Not for structural on-pageSEO : use on-page-seo-auditor; not for creating entirely new content : use seo-content-writer. AI citation optimization/GEO optimization/AI search' version: "9.9.10" license: Apache-2.0 compatibility: "Claude Code and compatibleagent -skill hosts" homepage: "https://github.com/aaron-he-zhu/seo-geo-claude-skills" whentouse : "Use when optimizing content for AI engines like ChatGPT, Perplexity, AI Overviews,Gemini ,Claude , or Copilot. Also for AI citation optimization, generative engine visibility, AI citation optimization, AI search optimization, GEO optimization, or 'Let AI cite me.'" argument-hint: "<contentURL , or text> [target AI engine]" metadata: author: aaron-he-zhu version: "9.9.10" geo-relevance: "high" tags: - geo - ai-seo - ai-citations - chatgpt-optimization - perplexity-optimization - google-ai-overview - gemini - generative-engine-optimization - llm-citations - quotable-content - AI citation optimization - GEO optimization - AI Optimization - AI Optimization - AI Optimization triggers: - "get cited by ChatGPT" - "get cited by AI" - "show up in ChatGPT answers" - "how to appear in AI answers" - "Perplexity optimization" - "AI Overview is eating my clicks" - "Get AI to cite me" - "AI isn't mentioning my brand" --- # GEO Content Optimizer Optimizes content for AI-generated answers and citation platforms 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](https://github.com/aaron-he-zhu/seo-geo-claude-skills/blob/main/build/geo-content-optimizer/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](https://github.com/aaron-he-zhu/seo-geo-claude-skills/blob/main/references/entity-geo-handoff-schema.md)) to populate display_name, description_short, airesolutionstatus and decide whether disambiguation boilerplate is needed. If the profile is missing or stale (>90 days), declare DONEWITHCONCERNS and recommend entity-optimizer as an open loop. - **Writes**: a user-facing content, metadata, or schema deliverable plus a reusable summary that can be stored under memory/content/. - **Promotes**: approved angles, messaging choices, missing evidence, and publish blockers to memory/hot-cache.md and memory/open-loops.md; propose durable decisions as pending-decision items. - **Done when**: each target AI query has a standalone, quotable answer block; a before/after GEO score and AI Query Coverage are reported; and the CORE-EEAT GEO self-check (C02, O03, O05, E01) has no unaddressed Fail. - **Primary next skill**: use the Next Best Skill below when the asset is ready for review or deployment. ### Handoff Summary > Emit the standard shape from [skill-contract.md §Handoff Summary Format](https://github.com/aaron-he-zhu/seo-geo-claude-skills/blob/main/references/skill-contract.md). ## Data Sources 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 ](https://github.com/aaron-he-zhu/seo-geo-claude-skills/blob/mai