Legit.Show is a directory of launched web apps, SaaS, AI tools, MCP servers and developer tools — each with an objective 7-Frame production-readiness benchmark, measured deterministically from the public surface. How we measure →


Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

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Business & Finance

Civic AI

Last updated 2026-07-24 · benchmark measured 2026-07-24 — deterministic & reproducible

Civic AI provides government procurement intelligence for finding and winning contracts.

Overall production-readiness score — reserved
Legit.Show benchmarked Civic AI across all seven frames. The single overall score is shown to the verified maker; the frame-by-frame breakdown is public below.

Is Civic AI production-ready?

Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Civic AI (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. The per-frame breakdown is public on the Legit.Show listing; the single overall production-readiness score is reserved for the verified maker.

The 7 Frames

What we measured

Who it's for

Government contractors · Small businesses · Teams pursuing federal contracts · Procurement professionals · Bid teams

Pricing

Free during America's 250th celebration; normally Free ($0/seat/month), Pro ($49/seat/month), Enterprise ($500/month platform + $49/seat/month)

Visit Civic AI → · How this was measured →