Productivity
SiftFirst
Last updated 2026-07-15 · benchmark measured 2026-07-15 — deterministic & reproducible
SiftFirst ranks and explains candidate shortlists for small hiring teams.
Is SiftFirst production-ready?
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. 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
- Performance — 90/100
- Accessibility — 93/100
- Security — 60/100
- Privacy — 100/100
- Reliability — 75/100
- 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 — 134 ms to first byte.
- 3 of 3 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: structured data, sitemap, OpenGraph image, canonical URL.
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