{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "limelit-co/open",
 "name": "open",
 "owner": "limelit-co",
 "slug": "limelit-co-open",
 "github": "https://github.com/limelit-co/open",
 "what": "Limelit Open is a self-hosted AI visibility tracker, shipped as one Go binary with SQLite, that measures how ChatGPT, Claude, Perplexity, Gemini and Google AI surfaces mention and cite your brand against competitors.",
 "why": "",
 "language": "Go",
 "requirements": [
  "macOS or Linux terminal with curl",
  "Either a free Limelit Cloud account (sign in with Google) or your own provider API key, such as OpenAI's",
  "Your brand domain, category and up to five competitor sites"
 ],
 "audience_note": "Marketers, SEO and GEO specialists, founders and analysts who want to measure AI answer visibility on infrastructure they control.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Sales and marketing",
 "url": "https://dedupedai.com/use-cases/limelit-co-open/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "limelit-co-open--track-brand-ai-visibility-vs-competitors",
   "title": "Track your brand's AI answer visibility against rivals",
   "best": true,
   "url": "https://dedupedai.com/use-cases/limelit-co-open/track-brand-ai-visibility-vs-competitors/",
   "json": "https://dedupedai.com/use-cases/u/limelit-co-open/track-brand-ai-visibility-vs-competitors.json"
  },
  {
   "id": "limelit-co-open--ask-claude-about-ai-visibility-data",
   "title": "Let Claude answer AI visibility questions from your data",
   "best": false,
   "url": "https://dedupedai.com/use-cases/limelit-co-open/ask-claude-about-ai-visibility-data/",
   "json": "https://dedupedai.com/use-cases/u/limelit-co-open/ask-claude-about-ai-visibility-data.json"
  },
  {
   "id": "limelit-co-open--find-sources-ai-engines-cite",
   "title": "Find which sites AI engines cite for your category",
   "best": false,
   "url": "https://dedupedai.com/use-cases/limelit-co-open/find-sources-ai-engines-cite/",
   "json": "https://dedupedai.com/use-cases/u/limelit-co-open/find-sources-ai-engines-cite.json"
  },
  {
   "id": "limelit-co-open--export-visibility-data-for-reporting",
   "title": "Export all visibility data as JSON or CSV",
   "best": false,
   "url": "https://dedupedai.com/use-cases/limelit-co-open/export-visibility-data-for-reporting/",
   "json": "https://dedupedai.com/use-cases/u/limelit-co-open/export-visibility-data-for-reporting.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."
}