geo-score

active

Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/jianruntech/geo-score
Package: pypi: geo-score
Run (stdio): uvx geo-score
The usual command for this package registry; check the repository README for required settings.
License: MIT
Last update: 2026-11-14
GitHub stars: ★ 34
Homepage: geo-score.dev

aeo ai-search ai-visibility answer-engine-optimization chatgpt claude-code claude-skill cli generative-engine-optimization geo github-action llm

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.