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GeoLook: GEO Platform for AI Search Engines
A self-hosted platform for Generative Engine Optimization — making AI engines like ChatGPT, Perplexity, and Gemini proactively mention your brand when answering user questions.
A self-hosted open-source platform for Generative Engine Optimization (GEO) — the practice of getting AI search engines (ChatGPT, Perplexity, Gemini, DeepSeek, and others) to proactively mention and cite your brand when answering user questions. GeoLook covers the full loop: sampling what each AI engine says about your category across 15 engines, diagnosing why your brand is absent or ranked low, generating implementation tickets with acceptance criteria, and verifying programmatically whether fixes actually improved your mention rate. All data is stored locally under a work/ directory; nothing is sent to a vendor cloud. The platform also supports Chinese AI engines — DeepSeek, Kimi, Doubao, MiniMax — and measures CN and global markets separately.
Why a vibe-coder should care
If you're building a product and AI assistants never mention it when users ask about your category — while naming your competitors — this gives you a systematic way to diagnose and fix that. Unlike monitoring SaaS tools that only show the problem, GeoLook generates the implementation plan and verifies the results.
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