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 →

Cross-links · Directory · Reports · Methodology · About

Privacy · Terms · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

Productivity

Job Lobster

Last updated 2026-07-19 · benchmark measured 2026-07-19 — deterministic & reproducible

Job Lobster is an AI-powered job search tool that matches, scores, and prepares applications for job seekers.

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

Is Job Lobster production-ready?

Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Job Lobster (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Security. 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 · Resume optimizers · Interview preparers · Active job searchers

Pricing

Free; Pro $39/month

Visit Job Lobster → · How this was measured →