Kuroma
The most AI-ready Developer Tools / Platforms sites, measured
These 10 Developer Tools / Platforms sites have public AI Readiness report cards, ranked by measured score. For context, the median across all 175 audited Developer Tools / Platforms domains is 46 out of 100. Scores are point-in-time; each card shows what was measured and when.
| # | Site | Grade | Score | Audited |
|---|---|---|---|---|
| 1 | Pulumi (pulumi.com) | Grade A | 71/100 | 20 Aug 2026 |
| 2 | wpbens.com | Grade A | 66/100 | 20 Aug 2026 |
| 3 | Azul (azul.com) | Grade A | 65/100 | 20 Aug 2026 |
| 4 | juliahub.com | Grade A | 64/100 | 20 Aug 2026 |
| 5 | Software Supply Chain Solutions for DevOps & Security (jfrog.com) | Grade A | 63/100 | 20 Aug 2026 |
| 6 | Live2D Cubism (live2d.com) | Grade A | 63/100 | 20 Aug 2026 |
| 7 | CUON (cuon.jp) | Grade B | 55/100 | 15 Sep 2026 |
| 8 | iT 邦幫忙 (ithelp.ithome.com.tw) | Grade C | 48/100 | 20 Aug 2026 |
| 9 | 有限会社モナカ (monaca.jp) | Grade C | 45/100 | 16 Sep 2026 |
| 10 | www.ithome.com.tw | Grade F | 33/100 | 19 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 Developer Tools / Platforms benchmark page, and every audited site is browsable in the public audit archive.
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