Four signals, one fixed weighting
Each signal is scored out of 100, then weighted. The sum gives the Score shown on profiles, rankings and the comparator.
Public weighting: verified reviews 35%, transparency 30%, maintenance 20%, trust 15%. Identical for every tool, stored in the database and displayed live.
Verified user reviews
35%Average rating weighted by volume and freshness. Every review requires a proof of use: a product screenshot, an invoice or an account export. The 4 sub-ratings (ease of use, features, support, value for money) count equally.
ONLY REVIEWS WITH PROOF OF USE COUNT
Machine-checked transparency
30%Six public links checked automatically: website, pricing page, documentation, changelog, security page, status page. Passing check = full points. Dead or missing link = zero on that artifact, until fixed.
EVERY CHECK RESULT IS SHOWN ON THE PROFILE, WITH ITS DATE
Maintenance
20%A recently published changelog, an up-to-date profile, solid completeness. Living software publishes its updates; dormant software mechanically drops.
FRESHNESS IS MEASURED, NOT DECLARED
Trust
15%Domain verified via DNS or a well-known file, profile claimed by the vendor, top-category position, softrated badge detected on the website. The badge is worth up to +5 points: +2 on detection, then +1 at 1, 3 and 6 months of continuous presence. Checked nightly: badge removed, points removed.