geo-optimizer-skill MCP Server
Auriti-Labs/geo-optimizer-skill
[](https://agentrank-ai.com/tool/Auriti-Labs--geo-optimizer-skill/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. AI SEO / LLM SEO. CLI, Python, MCP, Astro.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Auriti-Labs/geo-optimizer-skill is a Python tool licensed under MIT. Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. AI SEO / LLM SEO. CLI, Python, MCP, Astro. Topics: claude, geo, llms-txt, perplexity, seo, generative-engine-optimization, python, cli, mcp, schema-markup, aeo, ai-search-optimization, ai-seo, ai-visibility, answer-engine-optimization, astro, chatgpt, citation-tracking, gemini, llm-seo.
Ranked #50 out of 24842 indexed tools.
In the top 1% of all indexed tools.
Has 1,034 GitHub stars.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
1,034 stars → well-known project
Last commit 2d ago → actively maintained
433/440 issues closed → responsive maintainer
8 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
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From the README
<div align="center"> ### The open-source **Answer Engine Optimization (AEO)** & **Generative Engine Optimization (GEO)** toolkit. #### Audit, optimize, and track whether **ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews** can crawl, understand, and **cite** your website. **One command scores your site 0–100 on AI-search readiness, tells you exactly what to fix, and checks whether AI engines actually cite you.** [Quick Start](#quick-start) · [Live Demo](https://geoready.dev) · [Pricing](https://geoready.dev/pricing) · [Sign Up](https://app.geoready.dev/signup) · [Documentation](https://geoready.dev/docs/) · [Changelog](CHANGELOG.md) --- ## 📖 The book: *AI Search Engineering* **992-page technical guide to Generative Engine Optimization (GEO), AI citations, and agent-ready websites** — by Juan Camilo Auriti, the author of this engine. > How to structure, optimize, and measure your site so ChatGPT, Perplexity, Gemini, and Claude find it, understand it, and cite it — wRead full README on GitHub →
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