As AI search engines like ChatGPT, Perplexity, and Google AI Overviews rapidly capture traditional search traffic, standard SEO practices are no longer sufficient. GEO-SEO Analyst is an open-source Generative Engine Optimization (GEO) and advanced SEO audit workstation built directly inside Claude Code. Operating via an isolated virtual environment to protect system dependencies, this specialized framework diagnoses any domain's AI discoverability, crawler readiness, and authoritative footprint in under 60 seconds for free.

The project implements a highly advanced architecture coordinating a master orchestrator, 13 specialized sub-skills, 6 custom JSON-LD schema templates, and 5 parallel AI agents.