// Leaderboard · open dataset · 390 companies
Who gets cited
by ChatGPT?
The Agent Readability Score ranks 390 AI companies across infra, models, agents, and dev tools on how cleanly their site is parsed by ChatGPT, Perplexity, and Claude. Scored across five signals: semantic HTML, JSON-LD coverage, llms.txt, citability, and first-contentful speed.
// Sites in view
103
// Average score
57/100
// Agent-native (85+)
1
// Opaque (<55)
47
GET /api/public/leaderboard.json// CC BY 4.0 · re-scored weekly
Rank
Company
Category
Score
Signals (sem · jsonld · llms · cite · spd)
- 001Agents8923/2517/2015/1517/2017/20
- 002Agents8122/2516/2013/1516/2014/20
- 003Agents7919/2515/2012/1517/2016/20
- 004Agents7818/2517/2011/1516/2016/20
- 005Agents7821/2517/2011/1515/2014/20
- 006Agents7721/2515/2010/1515/2016/20
- 007Agents7720/2516/2011/1515/2015/20
- 008Agents7617/2514/2012/1516/2017/20
- 009Agents7417/2516/2010/1515/2016/20
- 010Agents7418/2514/2012/1516/2014/20
- 011Agents7417/2516/2010/1516/2015/20
- 012Agents7418/2514/2010/1516/2016/20
- 013Agents7220/2514/2011/1514/2013/20
- 014Agents7217/2515/2010/1515/2015/20
- 015Agents7019/2513/2011/1514/2013/20
- 016Agents7019/2514/2010/1513/2014/20
- 017Agents7018/2515/2010/1513/2014/20
- 018Agents6917/2513/2011/1515/2013/20
- 019Agents6918/2514/2010/1513/2014/20
- 020Agents6918/2515/2010/1513/2013/20
- 021Agents6818/2514/209/1513/2014/20
- 022Agents6718/2513/208/1514/2014/20
- 023Agents6716/2512/2011/1514/2014/20
- 024Agents6717/2512/2010/1513/2015/20
- 025Agents6717/2513/2011/1513/2013/20
- 026Agents6618/2513/208/1514/2013/20
- 027Agents6615/2512/2011/1514/2014/20
- 028Agents6616/2514/2010/1514/2012/20
- 029Agents6515/2512/2011/1514/2013/20
- 030Agents6516/2514/209/1514/2012/20
- 031Agents6518/2514/209/1512/2012/20
- 032Agents6417/2512/208/1514/2013/20
- 033Agents6415/2514/2010/1514/2011/20
- 034Agents6417/2514/209/1512/2012/20
- 035Agents6417/2512/2010/1512/2013/20
- 036Agents6418/2511/2010/1513/2012/20
- 037Agents6414/2514/209/1513/2014/20
- 038Agents6417/2512/2011/1512/2012/20
- 039Agents6217/2511/207/1514/2013/20
- 040Agents6216/2512/208/1514/2012/20
- 041Agents6216/2511/2010/1511/2014/20
- 042Agents6214/2511/2010/1513/2014/20
- 043Agents6117/2511/209/1513/2011/20
- 044Agents5915/2512/2010/1511/2011/20
- 045Agents5916/2513/208/1512/2010/20
- 046Agents5814/2512/2010/1510/2012/20
- 047Agents5816/2513/208/1511/2010/20
- 048Agents5716/2511/206/1512/2012/20
- 049Agents5715/2513/208/1511/2010/20
- 050Agents5714/2512/208/1510/2013/20
- 051Agents5613/2512/208/1512/2011/20
- 052Agents5616/2511/207/1511/2011/20
- 053Agents5515/2510/206/1512/2012/20
- 054Agents5513/2512/207/1512/2011/20
- 055Agents5513/2511/208/1511/2012/20
- 056Agents5515/2512/208/1510/2010/20
- 057Agents5412/2511/209/1511/2011/20
- 058Agents5413/2510/209/1511/2011/20
- 059Agents5412/2512/208/1512/2010/20
- 060Agents5413/2510/209/1511/2011/20
- 061Agents5413/2510/209/1512/2010/20
- 062Agents5314/2511/208/1510/2010/20
- 063Agents5314/2510/209/1510/2010/20
- 064Agents5213/2510/209/159/2011/20
- 065Agents5214/2510/208/1510/2010/20
- 066Agents5112/2511/207/1511/2010/20
- 067Agents5113/2511/207/1510/2010/20
- 068Agents5114/2510/208/1510/209/20
- 069Agents5011/2510/208/1511/2010/20
- 070Agents4914/259/204/1511/2011/20
- 071Agents4914/259/208/159/209/20
- 072Agents4912/259/208/1511/209/20
- 073Agents4913/259/208/159/2010/20
- 074Agents4913/259/208/159/2010/20
- 075Agents4813/2510/206/1510/209/20
- 076Agents4712/259/208/159/209/20
- 077Agents4611/2510/207/159/209/20
- 078Agents4611/2510/207/1510/208/20
- 079Agents4612/259/208/159/208/20
- 080Agents4612/2510/206/158/2010/20
- 081Agents4511/259/206/1510/209/20
- 082Agents4512/259/206/159/209/20
- 083Agents4412/258/207/158/209/20
- 084Agents4411/258/207/158/2010/20
- 085Agents4310/258/207/159/209/20
- 086Agents4310/258/207/159/209/20
- 087Agents4311/258/206/1510/208/20
- 088Agents4211/258/207/158/208/20
- 089Agents4210/259/206/159/208/20
- 090Agents419/259/206/158/209/20
- 091Agents4111/259/206/158/207/20
- 092Agents4011/259/206/157/207/20
- 093Agents399/259/206/158/207/20
- 094Agents3910/258/205/159/207/20
- 095Agents3810/258/205/157/208/20
- 096Agents3810/258/205/157/208/20
- 097Agents3710/257/205/157/208/20
- 098Agents3710/258/205/157/207/20
- 099Agents3710/257/206/157/207/20
- 100Agents3710/258/205/157/207/20
- 101Agents379/257/206/158/207/20
- 102Agents368/257/206/157/208/20
- 103Agents338/256/205/157/207/20
// Methodology: weighted across semantic HTML (25), JSON-LD (20), llms.txt (15), citability (20), first-contentful speed (20). Flagship rows hand-scored; long-tail rows re-scored weekly. Click any row for the live verdict.
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