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.

Productivity

kCal

Last updated 2026-09-06 · benchmark measured 2026-11-09 — deterministic & reproducible

kCal is a nutrition-tracking app that identifies meals and macros from a photo.

86/100
7/7 frames
Top 34% of 18,822 measured · #15 of 39 in nutrition tracking 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 2026-11-09 · scores move as sites change

Are you the maker of kCal? 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/kcal-you/2026-11-09. That address never changes; this page moves with every re-measure.

Legit.Show scored kCal 86/100 on 2026-11-09, measured across all 7 frames from its public surface. legit.show/s/kcal-you/2026-11-09

Is kCal production-ready?

Legit.Show scores kCal 86 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on kCal (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Standards; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Who it's for

Fitness enthusiasts · Dieters · Health-conscious users · Athletes · Calorie trackers

Sources and updates

Description
Taken from kcal.you's own website on 2026-09-06.
Operator
kCal, as named in kcal.you'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 2026-11-09.

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

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

See how kCal ranks among tested nutrition tracking app products →

Other tested nutrition tracking app products