Data & Analytics

Linse AI

Last updated 2026-09-25 · benchmark measured 2026-09-25 — deterministic & reproducible

AI tool that analyzes Google Play competitor reviews for product insights.

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To cite this score: legit.show/s/linseai-com/2026-09-25. That address never changes; this page moves with every re-measure.

Legit.Show scored Linse AI 72/100 on 2026-09-25, measured across 5 of 7 frames from its public surface. legit.show/s/linseai-com/2026-09-25

Is Linse AI production-ready?

Legit.Show scores Linse AI 72 out of 100 — the simple average of its 5 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Linse 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. 5 of the seven frames returned a score; Performance and Accessibility were not measurable on this service and are recorded as null — not as zero. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — not measurable on this service (null — not scored as 0)
• Accessibility — not measurable on this service (null — not scored as 0)
• Security — 60/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 25/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 100/100
• Standards — 75/100
• Discoverability — 100/100

What we measured

• Security headers present: X-Frame-Options, X-Content-Type-Options, Referrer-Policy.
• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 249 ms to first byte.
• Returns a proper 404 for unknown routes.
• 3 of 3 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who built it

@scopeagi · product account @linseai

Who it's for

Indie developers · SaaS builders · Product teams · Growth teams · ASO agencies

Pricing

Free (3 runs), Starter $4.99 (5 runs), Professional $14.99 (10 runs), Enterprise $49.99 (20 runs)

Sources and updates

Description

Taken from linseai.com's own website on 2026-09-25.

Operator

Linse AI, as named in linseai.com'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 2026-09-25.

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

Visit Linse AI → · Alternatives to Linse AI → · How this was measured →