Individual skill

geo-optimization

Optimize content for AI-generated responses and LLM citations (ChatGPT, Perplexity, Google AI Overview, Claude, Gemini). Use when the user mentions 'GEO', 'AEO', 'AI SEO', 'LLM optimization', 'citation rate', 'AI visibility', 'optimize for ChatGPT', 'roundup pages', or wants to audit pages for AI discoverability. Includes terminology alignment, FAQ schemas, and community signal strategies.

skills/geo-optimization/SKILL.md

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Last checked: Nov 11, 2026

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Repository stars (not skill ratings): 133
Repository last updated: Nov 1, 2026
License: Apache-2.0

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# GEO Optimization (Generative Engine Optimization)

## Quick Actions Menu

Present the following options at the start of the interaction to guide the work:

1. **Full GEO Audit**: Analyze the current page, deliver a score and a prioritized roadmap.
2. **Roundup Page Builder**: Create a comparison page optimized for LLMs.
3. **Terminology Optimizer**: Generate new titles, metas, and headings aligned with LLM searches.
4. **FAQ + Schema Generator**: Create a complete FAQ set with schema markup.
5. **Community Signal Booster**: Structure a strategy to generate reviews on Product Hunt and Reddit.
6. **Citation Rate Test Kit**: Create 50 ready-made prompts for visibility measurement.
7. **FULL PACKAGE**: Execute all of the above as a complete optimization package using Multi Agents.