GeoLook — GEO Optimization Platform for AI Search

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GeoLook is an open-source self-hosted platform for Generative Engine Optimization (GEO) that implements a full-cycle pipeline for improving a site's visibility in AI search engines: status analysis, diagnosis, strategy, tickets, execution, and verification. You reach for it when you need to understand how ChatGPT, Perplexity, or Google AI Overview mention your brand, when an SEO agency wants to offer GEO services with its own tooling, when a marketer needs to track positions in AI search, or when you want a self-hosted alternative to expensive GEO SaaS platforms. Under the hood it provides an end-to-end GEO pipeline covering AI-search presence status analysis, problem diagnosis, improvement strategy, task creation, change execution, and results verification; it deploys self-hosted with a Python stack. It targets optimization for generative AI engines, not direct Google SERP ranking — distinguishing it from traditional SEO tools. Best for SEO agencies and digital marketers; not a replacement for full-featured link-profile SEO tooling.