Kuroma
The most AI-ready AI / Machine Learning sites, measured
These 8 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.
| # | Site | Grade | Score | Audited |
|---|---|---|---|---|
| 1 | iKala (ikala.ai) | Grade B | 57/100 | 10 Aug 2026 |
| 2 | TutorABC (tutorabc.com) | Grade B | 57/100 | 16 Aug 2026 |
| 3 | iKala (ikala.ai) | Grade B | 56/100 | 10 Aug 2026 |
| 4 | 多益免費線上測驗：多益菁英大挑戰｜WORD UP (shop.wordup.com.tw) | Grade B | 55/100 | 20 Aug 2026 |
| 5 | 多益免費線上測驗：多益菁英大挑戰｜WORD UP (wordup.com.tw) | Grade B | 53/100 | 20 Aug 2026 |
| 6 | 威聯通科技 QNAP (www.qnap.com) | Grade B | 50/100 | 17 Aug 2026 |
| 7 | OpenAI (openai.com) | Grade C | 43/100 | 10 Aug 2026 |
| 8 | openai.com | Grade F | 21/100 | 8 Jun 2026 |
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.
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