geo-content-optimizer

name	geo-content-optimizer
description	GEO content optimizer for AI search: optimize content for citations in ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude with structured authority signals. Part of a 20-skill SEO & GEO suite. AI引用优化/GEO优化/AI搜索/生成式引擎优化/AI可见性
version	6.0.0
license	Apache-2.0
compatibility	Claude Code ≥1.0, skills.sh marketplace, ClawHub marketplace, Vercel Labs skills ecosystem. No system packages required. Optional: MCP network access for SEO tool integrations.
homepage	https://github.com/aaron-he-zhu/seo-geo-claude-skills
when_to_use	Use when optimizing content for AI engines like ChatGPT, Perplexity, AI Overviews, Gemini, Claude, or Copilot. Also for AI citation optimization and generative engine visibility.
argument-hint	<content URL or text> [target AI engine]
metadata	{"author":"aaron-he-zhu","version":"6.0.0","geo-relevance":"high","tags":["geo","ai-citations","chatgpt-optimization","perplexity-optimization","google-ai-overview","gemini","generative-engine-optimization","llm-citations","ai-seo","quotable-content","AI引用优化","GEO优化","AI最適化","AI최적화","optimizacion-ia"],"triggers":["optimize for AI","get cited by ChatGPT","AI optimization","appear in AI answers","GEO optimization","generative engine optimization","AI-friendly content","LLM citations","get cited by AI","show up in ChatGPT answers","AI doesn't mention my brand","make content AI-quotable","how do I get AI to mention me","ChatGPT doesn't know my brand","how to appear in AI answers","how to get cited by AI","why doesn't AI mention my brand","Perplexity optimization","how to rank in ChatGPT answers","AI Overview optimization tool","AI引用优化","GEO优化","生成式引擎优化","AI搜索优化","AI可引用内容","让AI引用我","ChatGPT搜不到我","AI不提我的品牌","怎么让AI推荐我","AI搜不到","AIコンテンツ最適化","AI引用されるコンテンツ","[Truncated]"]}

GEO Content Optimizer

Get your content cited by ChatGPT, Perplexity, and Google AI Overviews — this skill rewrites or audits your content to score high on the six factors AI engines use when selecting sources: clear definitions, quotable statements, verifiable statistics, Q&A structure, authority signals, and proper citations.

Quick example: Optimize this content for GEO/AI citations: [your URL or text] → get a before/after GEO score (1–10), specific rewrites for your weakest sections, and ready-to-paste FAQ schema markup.

System role: Build layer skill. It turns briefs and signals into assets that other skills can review, publish, and monitor.

Part of the SEO & GEO Skills Library · 20 skills · ClawHub · skills.sh

When This Must Trigger

Use this when the conversation involves any of these situations — even if the user does not use SEO terminology:

Use this whenever the task needs a shippable asset or transformation that should feed directly into quality review, deployment, or monitoring.

• Optimizing existing content for AI citations
• Creating new content designed for both SEO and GEO
• Improving chances of appearing in AI Overviews
• Making content more quotable by AI systems
• Adding authority signals that AI systems trust
• Structuring content for AI comprehension
• Competing for visibility in the AI-first search era

What This Skill Does

1. Citation Optimization: Makes content more likely to be quoted by AI
2. Structure Enhancement: Formats content for AI comprehension
3. Authority Building: Adds signals that AI systems trust
4. Factual Enhancement: Improves accuracy and verifiability
5. Quote Creation: Creates memorable, citeable statements
6. Source Attribution: Adds proper citations that AI can verify
7. GEO Scoring: Evaluates content's AI-friendliness

Quick Start

Start with one of these prompts. Finish with a short handoff summary using the repository format in Skill Contract.

Optimize Existing Content