geo-optimizer
Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perplexity visibility.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/artyomx33/geo-optimizerWhat This Skill Does
The geo-optimizer skill is a specialized agent framework designed to shift content production from traditional SEO (search engine ranking) to GEO (Generative Engine Optimization). Instead of optimizing for blue links, this skill refactors, audits, and structures your content so it is statistically more likely to be selected as a source by AI models like ChatGPT, Claude, and Perplexity. It evaluates text against the 8 GEO dimensions, including definition clarity, factual density, and source citation strength, providing a clear scoring matrix to measure how 'AI-ready' your information is.
Installation
To integrate this skill into your OpenClaw environment, execute the following command in your terminal:
clawhub install openclaw/skills/skills/artyomx33/geo-optimizer
Ensure you have the latest version of the OpenClaw agent runtime installed to maintain compatibility with the formatting outputs.
Use Cases
- Refactoring Blog Posts: Take existing long-form content and inject the specific FAQ structures and data density required to earn AI citations.
- Technical Writing: Use the skill to ensure technical documentation is easily parsable and citable for AI-assisted coding or troubleshooting interfaces.
- Brand Authority: Build trust by injecting expert bylines and verifiable source citations into marketing copy, making your company the primary source for industry facts.
- News/Content Cycles: Update existing articles with fresh statistics and dates to trigger 'content freshness' signals that AI models prioritize during synthesis.
Example Prompts
- "I have an article about cloud security trends. Please run a geo-optimizer audit and tell me how to make it more quotable for ChatGPT."
- "GEO: Rewrite this section on electric vehicles to include a high-density statistic table and a citable definition."
- "Optimize my landing page content so it gets cited by Perplexity when users ask about project management software."
Tips & Limitations
- Focus on Facts: AI models prioritize verifiable information over flowery prose. When in doubt, prefer a table over a paragraph.
- Structural Hierarchy: Use clear headings (H2, H3) to help the agent digest your content faster.
- Limitations: This skill optimizes for 'quotability' but cannot control the specific ingestion pipelines of external AI models. Always verify the output scores against your own domain knowledge to ensure accuracy and tone alignment.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-artyomx33-geo-optimizer": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
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