jianruntech/geo-score
geo-score is an open CLI rubric for checking whether AI answer engines can reach, parse, trust and cite a site.
The repo says its free first level scores a public URL from 0 to 100 in about 20 seconds, using 21 checks across reachability, structure, citability, credibility and answer fit. Citation performance is deliberately kept separate: paid API-key levels ask engines live questions or track a weekly question set, then report whether the site is cited. The project publishes its rubric, benchmark data and reproducibility notes, and says the tool measures readiness rather than fixing the site. GitHub · LLM repos' note
The repo says its free first level scores a public URL from 0 to 100 in about 20 seconds, using 21 checks across reachability, structure, citability, credibility and answer fit. Citation performance is deliberately kept separate: paid API-key levels ask engines live questions or track a weekly question set, then report whether the site is cited. The project publishes its rubric, benchmark data and reproducibility notes, and says the tool measures readiness rather than fixing the site. GitHub · LLM repos' note
score 4