Education & Reference

AiToolMap

Last updated 2026-09-11 · benchmark measured 2026-09-11 — deterministic & reproducible

AiToolMap is a structured directory for finding and comparing AI tools by capability.

Is AiToolMap production-ready?

Legit.Show scores AiToolMap 76 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on AiToolMap (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Discoverability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 97/100
• Accessibility — 95/100
• Security — 45/100
• Privacy — 25/100
• Reliability — 75/100
• Standards — 92/100
• Discoverability — 100/100

What we measured

• Security headers present: X-Content-Type-Options, Referrer-Policy.
• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 124 ms to first byte.
• 3 of 3 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: structured data, sitemap, OpenGraph image, canonical URL.

Who it's for

AI tool seekers · Enterprises · Developers · Business users · Tech evaluators

Visit AiToolMap → · Alternatives to AiToolMap → · How this was measured →