GEO

Open-source, self-hosted monitoring for how a brand appears in AI assistant answers. It tracks mentions across models, generates prompt variations, trends visibility over time, and benchmarks competitors.

open-geo is a GEO visibility tracker for AI answers. It runs queries in a logged-in browser, records whether a brand appears in sources, citations, or answer text, and outputs a FastAPI/React dashboard plus PDF reports.