Productivity
Sift
Last updated 2026-07-15 · benchmark measured 2026-07-15 — deterministic & reproducible
Sift saves articles, videos, and links, then lets you search them in plain English.
Is Sift production-ready?
Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Sift (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Accessibility; 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 — 70/100
- Accessibility — 100/100
- Security — 25/100
- Privacy — 100/100
- Reliability — 100/100
- Standards — 92/100
- Discoverability — 100/100
What we measured
- No Content-Security-Policy and no HSTS.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 452 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.
- Discoverable: structured data, sitemap, OpenGraph image, canonical URL.
Who it's for
Students · Researchers · Knowledge workers · Content enthusiasts · Productivity-focused users
Pricing
Free: $0/month (50 saves, AI search); Pro: $9/month or $8/month billed annually (unlimited saves, transcript ingestion up to 120 min/month)