Vibe Coding DiscovereGEOagents
View on GitHubOpen-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.
Python toolkit and CLI for auditing and optimizing web content for citations in AI search engines. Includes a content analysis, ranking, rewriting, and schema-generation pipeline, plus Claude Code skills, MCP support, and an evaluation harness.
Use Cases
Optimize website content for citations in AI-generated answersAudit pages for AI search visibilityRewrite content to improve answer-engine relevanceGenerate JSON-LD structured dataRun GEO optimization from a CLI or Claude CodeEvaluate optimization prompts with a reproducible harnessAnalyze competitors for a target search query
Built With
- Language
- Python
- Frameworks
- Claude Code · MCP
Tags
generative engine optimization · answer engine optimization · AI SEO · LLM SEO · content optimization · AI search visibility · citation tracking · CLI · Claude Code · MCP · JSON-LD · llms.txt