Productivity
SiftFirst
Last updated 2026-07-15 · benchmark measured 2026-08-09 — deterministic & reproducible
SiftFirst ranks and explains candidate shortlists for small hiring teams.
Is SiftFirst production-ready?
Legit.Show scores SiftFirst 91 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on SiftFirst (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Privacy; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 91/100
- Accessibility — 93/100
- Security — 60/100
- Privacy — 100/100
- Reliability — 100/100
- Standards — 92/100
- 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 — 490 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
Virko Kask
Who it's for
Small hiring teams · Recruiters · Hiring managers · Small businesses · Teams doing their own hiring
Pricing
Free plan (50 candidates/month); Starter $31/month ($372/year); Professional $79/month ($948/year); Business $239/month ($2,868/year); Extra candidates at $8 per 100
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