Hi Product Hunt! 👋 I built GeoLook because more and more buying decisions now start with a question to ChatGPT or Perplexity — and most brands have no idea why AI never mentions them. Most GEO products answer that with a monitoring dashboard and a monthly fee. GeoLook takes a different path: 🔓 Open source (MIT) and self-hosted — your API keys, your data, no vendor cloud 📊 Samples real answers across 15 AI engines and quantifies mention rate, rank, and citation share 🩺 Diagnoses the "why": 6-dimension site audit, extraction blocks, channel gaps 🎯 Turns findings into tickets with acceptance criteria — 86% auto-verifiable in the sample project ✅ Re-samples before/after, so "it worked" is measured, not claimed It covers both global engines (ChatGPT, Gemini, Perplexity, Claude, Grok) and Chinese ones (DeepSeek, GLM, Doubao, Kimi…), with metrics tracked per market. There's a read-only live demo at geolook.cc/demo — would love your feedback, especially from anyone doing GEO/AEO for clients. I'll be here all day answering questions!

GeoLook

Open-source, self-hosted platform for end-to-end GEO

Open-source, self-hosted platform for end-to-end GEO