geo-optimization
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discoverability and citation.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/capt-marbles/geo-optimizationWhat This Skill Does
The geo-optimization skill is a specialized toolset for Generative Engine Optimization (GEO). Unlike traditional SEO, which focuses on link-building and search engine result pages (SERPs), GEO focuses on making content 'parseable, quotable, and authoritative' to satisfy Large Language Models (LLMs). This skill guides you in structuring your data so that models like ChatGPT, Perplexity, and Claude can easily ingest, understand, and cite your content in their generated responses.
Installation
To integrate this skill into your OpenClaw environment, execute the following command in your terminal:
clawhub install openclaw/skills/skills/capt-marbles/geo-optimization
Use Cases
Use this skill when you need to improve your brand or website's visibility in AI-powered search results. Common use cases include:
- Optimizing product pages to appear in comparative AI answers (e.g., 'What are the best alternatives to X?').
- Structuring factual documentation to ensure your site is cited as a source for technical definitions.
- Reorganizing high-traffic blog posts to include the 'Quotable Facts' and 'Entity Clarity' requirements needed for LLM indexing.
- Building out comprehensive FAQ sections that align with natural language queries posed to AI search engines.
Example Prompts
- 'Run a GEO audit on my product landing page to identify missing entity clarity and structural improvements for AI visibility.'
- 'Analyze my blog post about AI agents and suggest five quotable facts and a comparison table to help it rank in Perplexity.'
- 'Review this content and rewrite the summary section to better match entity-first definitions for Google AI Overviews.'
Tips & Limitations
To maximize the effectiveness of this skill, prioritize 'Entity Clarity' and 'Freshness.' LLMs place a premium on content that is objectively defined and current. Remember that GEO is not about keyword density; it is about providing the raw, structured, and factual data that AI models crave for their responses. The primary limitation is that it requires high-quality, truthful source material—GEO cannot 'fix' poor, non-authoritative content. Always follow the provided Audit Checklist to measure progress quantitatively.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-capt-marbles-geo-optimization": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
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