Legit.Show measured SnapFood's Security frame at 45/100. Security headers present: HSTS. Served over HTTPS with a valid certificate.

How does Legit.Show measure SnapFood?

Legit.Show scores seven frames — Performance, Accessibility, Security, Privacy, Reliability, Standards and Discoverability — deterministically from the public surface (URL, HTTP headers, real Lighthouse), with no LLM in the scoring path. See legit.show/methodology.

Productivity

SnapFood

Last updated 2026-09-02 · benchmark measured 2026-09-02 — deterministic & reproducible

AI tool that counts calories and plans meals from a photo of food or ingredients.

85/100

7/7 frames

Top 27% of 14,148 measured · #13 of 30 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 2026-09-02 · scores move as sites change

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To cite this score: legit.show/s/snapfood-io/2026-09-02. That address never changes; this page moves with every re-measure.

Legit.Show scored SnapFood 85/100 on 2026-09-02, measured across all 7 frames from its public surface. legit.show/s/snapfood-io/2026-09-02

Is SnapFood production-ready?

Legit.Show scores SnapFood 85 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on SnapFood (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

Performance — 95/100
Accessibility — 93/100
Security — 45/100
How this compares across the catalogue: The Web Security Baseline
Privacy — 75/100
How this compares across the catalogue: The Privacy Gap
Reliability — 100/100
Standards — 100/100
Discoverability — 87/100

What we measured

Security headers present: HSTS.
No Content-Security-Policy.
Served over HTTPS with a valid certificate.
Real Lighthouse performance run — 288 ms to first byte.
Returns a proper 404 for unknown routes.
3 of 3 sampled routes reachable.
Has a reachable privacy policy.
Sets cookies / loads scripts with no consent prompt.

Who built it

product account @snapfood

Who it's for

Home cooks · Health-conscious eaters · Diet trackers · Meal planners · Fitness enthusiasts

Pricing

Free plan with 1,000 monthly credits; Starter Pack $3.90 (10,000 credits); Chef Pack $12.90 (30,000 credits)

Sources and updates

Description: Taken from snapfood.io's own website on 2026-09-02.
Operator: SnapFood, as named in snapfood.io'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 2026-09-02.

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

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