aigclink/geolook
GeoLook is a self-hosted GEO implementation platform that turns AI visibility checks into audits, tickets, publishing assets, and verification.
The repo defines GEO as getting AI engines to mention and cite a brand, separate from classic SEO. It samples answers across engines, diagnoses why a brand is absent or outranked, and generates implementation tickets with acceptance criteria. It also includes client deliverables, a Chrome assistant for manual sampling, and local-first storage under `work/`. The project says it is free and open source, with limits including single-machine use and no team accounts.
GitHub · LLM repos' note
The repo defines GEO as getting AI engines to mention and cite a brand, separate from classic SEO. It samples answers across engines, diagnoses why a brand is absent or outranked, and generates implementation tickets with acceptance criteria. It also includes client deliverables, a Chrome assistant for manual sampling, and local-first storage under `work/`. The project says it is free and open source, with limits including single-machine use and no team accounts.
GitHub · LLM repos' note
score 4