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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Productivity

SeamlessCV

Last updated 2026-07-16 · benchmark measured 2026-07-16 — deterministic & reproducible

SeamlessCV checks your resume against job descriptions and scores ATS compatibility.

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

Is SeamlessCV production-ready?

Legit.Show ran its deterministic 7-Frame production-readiness benchmark on SeamlessCV (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

Job seekers · Career changers · Engineers · Professionals applying for roles · Anyone struggling with ATS rejection

Pricing

Free (2 analyses) · Starter $4.99 one-time (10 analyses) · Pro $14.99/month (100 analyses/month)

Visit SeamlessCV → · How this was measured →