{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "jianruntech/geo-score",
 "name": "geo-score",
 "owner": "jianruntech",
 "slug": "jianruntech-geo-score",
 "github": "https://github.com/jianruntech/geo-score",
 "what": "geo-score is an open-source Python tool that scores a website from 0 to 100 on whether AI answer engines can reach, parse, trust and cite it, and can check citations through your own API keys.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python with pip, to install geo-score==1.8.3 from PyPI (the release pinned in the README)",
  "A website domain to score; no key is needed for the free score",
  "For citation checks (levels 2 and 3): your own API key for at least one of OpenAI, Perplexity, Gemini, Anthropic or OpenRouter"
 ],
 "audience_note": "Marketing, SEO and web teams who want to know whether AI answer engines can read and cite their site, and developers who want that check in CI or an agent workflow.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Sales and marketing",
 "url": "https://dedupedai.com/use-cases/jianruntech-geo-score/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "jianruntech-geo-score--score-site-ai-readiness",
   "title": "Score a website's readiness for AI answer engines",
   "best": true,
   "url": "https://dedupedai.com/use-cases/jianruntech-geo-score/score-site-ai-readiness/",
   "json": "https://dedupedai.com/use-cases/u/jianruntech-geo-score/score-site-ai-readiness.json"
  },
  {
   "id": "jianruntech-geo-score--check-if-ai-engines-cite-site",
   "title": "Check whether AI engines cite your site for one question",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jianruntech-geo-score/check-if-ai-engines-cite-site/",
   "json": "https://dedupedai.com/use-cases/u/jianruntech-geo-score/check-if-ai-engines-cite-site.json"
  },
  {
   "id": "jianruntech-geo-score--track-weekly-ai-citations",
   "title": "Track how often AI engines cite your site each week",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jianruntech-geo-score/track-weekly-ai-citations/",
   "json": "https://dedupedai.com/use-cases/u/jianruntech-geo-score/track-weekly-ai-citations.json"
  },
  {
   "id": "jianruntech-geo-score--block-site-regressions-in-ci",
   "title": "Fail a build when a site's AI readiness regresses",
   "best": false,
   "url": "https://dedupedai.com/use-cases/jianruntech-geo-score/block-site-regressions-in-ci/",
   "json": "https://dedupedai.com/use-cases/u/jianruntech-geo-score/block-site-regressions-in-ci.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}