geo-optimizer-skill

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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.

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Open-source Answer Engine Optimization / GEO CLI toolkit that scores any site 0-100 on AI-search readiness, generates robots.txt, llms.txt and JSON-LD fixes, and checks whether ChatGPT, Perplexity, Gemini or Google AI Overviews cite your brand. Ships as Python library, MCP server, Astro integration and CI/CD gate.

Use Cases

Audit a website's AI-search readiness with a 0-100 GEO scoreGenerate robots.txt, llms.txt and JSON-LD schema fixesCheck whether ChatGPT/Perplexity/Gemini cite your brand and domainTrack AI citation and visibility regressions over time in CI/CDDetect drift between an existing llms.txt and the current sitemapExpose GEO auditing as an MCP server for AI agentsBatch-audit a sitemap and prioritize weakest pagesArchive and score AI answer snapshots for citation quality

Built With

Language: Python
Frameworks: MCP · FastAPI · Astro · Click · BeautifulSoup · lxml · pytest · Docker · GitHub Actions

geo-optimizer-skill

Use Cases

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