Python · MIT
jianruntech/geo-score
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.
★ 311
Stars
10 forks · 0 open issues
—
Growth · stale
We stopped seeing this repository in its topic's top results, so its star count is frozen at the date it was last read. Subtracting from a frozen number would read as zero growth, which would be false, so no rate is shown.
20.8
Momentum / 100
see the breakdown below
2mo ago
Created
last push 20d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | — — no measurable rate |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 13.6 | last push 20d ago; decays to zero at 180 days |
| Scale | 15 | 7.2 | 311 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 20.8 | capped at 35 because growth is unmeasured |
Detail
| Topics | aeoai-searchai-visibilityanswer-engine-optimizationchatgptclaude-codeclaude-skillcligenerative-engine-optimizationgeogithub-actionllmllm-citationsllms-txtmcp-serverperplexityrubricseosite-auditstructured-data |
| Matched on | LLM & Inference (llm) Dev Tools (cli) |
| Short window | no snapshot 5–10 days old yet |
| Long window | +-271 stars over 26 days = -10.4/day |
| Lifetime average | 5.33 stars/day over 58 days |
| First seen here | 2026-10-11 |
| Last read | 18d ago |