AI & Agents

AI Use-Case Finder

Last updated 2026-07-14 · benchmark measured 2026-08-09 — deterministic & reproducible

A free tool that shows small business owners where AI actually fits their work.

Is AI Use-Case Finder production-ready?

Legit.Show scores AI Use-Case Finder 73 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on AI Use-Case Finder (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 99/100
• Accessibility — 93/100
• Security — 45/100
• Privacy — 25/100
• Reliability — 100/100
• Standards — 92/100
• Discoverability — 60/100

What we measured

• Security headers present: HSTS.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 92 ms to first byte.
• Returns a proper 404 for unknown routes.
• 1 of 1 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who it's for

Small business owners · Entrepreneurs · Business decision-makers · Trade professionals · SaaS founders

Pricing

Free. No cost, no credit card required.

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