AI & Agents

MedGuardian AI

Last updated 2026-06-23 · benchmark measured 2026-08-09 — deterministic & reproducible

AI-powered personal health assistant for symptoms, reports, and specialist guidance.

Is MedGuardian AI production-ready?

Legit.Show scores MedGuardian AI 76 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on MedGuardian AI (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 — 84/100
• Accessibility — 83/100
• Security — 65/100
• Privacy — 25/100
• Reliability — 75/100
• Standards — 97/100
• Discoverability — 100/100

What we measured

• Security headers present: HSTS, X-Content-Type-Options, Referrer-Policy.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 290 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

Patients · Health-conscious individuals · People seeking medical guidance

Visit MedGuardian AI → · Alternatives to MedGuardian AI → · How this was measured →