The most AI-ready AI / Machine Learning sites, measured

These 50 AI / Machine Learning sites have public AI Readiness report cards, ranked by measured score. For context, the median across all 477 audited AI / Machine Learning domains is 49 out of 100. Scores are point-in-time; each card shows what was measured and when.

Every score comes from the same audit: the published rubric measures whether a site's content is crawlable, structured and citable by AI search engines. The ranking covers sites with a public report card, not the whole industry — the aggregate picture lives on the AI / Machine Learning benchmark page, and every audited site is browsable in the public audit archive.

All industry benchmarks