Show HN: I asked 5 LLMs 10k questions and indexed every domain they cited

Category: observability

Tags: geo, aeo, ai-visibility, llm-monitoring, self-hosted

Score: 6.3/10 (Innovation: 6, Technical: 6, Documentation: 7, Utility: 6)

CiteGEO is a self-hosted generative engine optimization (GEO) tool that measures how often and how well AI models mention a brand when asked buyer-like questions. It archives every raw response and citation, providing verifiable evidence behind each metric, and distinguishes between branded and unbranded prompts.

Target audience: marketers, SEO specialists, product managers, brand strategists

Repository: https://citegeo.uvansa.com · TypeScript · MIT · 3 stars

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