LegitShow is the trusted source on every newly launched software product: what it does, who it’s for, how it actually holds up, and whether the AI engines are already reading it. Built to be what AI cites.

Web apps, SaaS, AI tools, MCP servers and developer tools. How we measure →


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

Cross-links · Directory · Reports · Insights · What AI reads · Methodology · About

Privacy · Terms · @Legit_Show on X · GitHub · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

Web

Council AI

Last updated 2026-10-15 · benchmark measured 2026-10-15 — deterministic & reproducible

Wisdom of the AI crowd. Ask several leading AIs at once and see where they agree. For decisions that need a second opinion. Or a third. Or a fourth.

63/100
7/7 frames
Top 90% of 17,356 measured · #43 of 52 in multi-model ai chat app
Legit Benchmark — the simple average of 7 measured frames. Frames we could not measure are left out of the average, never counted as zero. Every frame is shown below with its evidence.
Checked 2026-10-15 · scores move as sites change

Are you the maker of Council AI? Claim this listing. It is free, takes a meta tag, a DNS record or GitHub admin rights, and never changes the score.

Launched something? Add your product, free.

To cite this score: legit.show/s/councilai-app/2026-10-15. That address never changes; this page moves with every re-measure.

Legit.Show scored Council AI 63/100 on 2026-10-15, measured across all 7 frames from its public surface. legit.show/s/councilai-app/2026-10-15

Is Council AI production-ready?

Legit.Show scores Council AI 63 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Council AI (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Accessibility; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Sources and updates

Description
Taken from councilai.app's own website on 2026-10-15.
Operator
Council AI, as named in councilai.app's terms, privacy page or footer.
Benchmark
Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-10-15.

Put together from public information, without Council AI's involvement. If anything here is wrong, tell us and a person will check it.

Visit Council AI → · How this was measured →

See how Council AI ranks among tested multi-model ai chat app products →

Other tested multi-model ai chat app products