Methodology
How we test, rank, and disclose
In short
We test every product on a real workflow, score it against a fixed public rubric, and require first-hand evidence for every claim. Rankings are commission-blind, no vendor sees a verdict before it ships, and every review must name who the product is not for.
Affiliate disclosure
Some links on Verdictify are affiliate links: if you buy through them we may earn a commission, at no extra cost to you. That revenue funds our testing — it never buys a better verdict, a higher rank, or a place on a list. Ranking is commission-blind, and we only write about partners we have approved and verified. Read the full disclosure →
How we score
Every product is judged on the same five dimensions, weighted toward the things that decide whether a tool actually gets used. The weighting is fixed across a category so scores are comparable, and it rolls up into one editorial overall score out of 100.
How much faster the tool makes the work your team does every day — the single biggest driver of whether a tool gets used at all.
Whether you can actually see what is working without exporting to a spreadsheet.
Real cost at a realistic seat count and term — not the headline “starting at” price.
Time from sign-up to a working setup, and how much help you need to get there.
How far the tool takes you before you outgrow it and have to migrate.
Our evidence policy
We do not score from spec sheets. Every factual and pricing claim is backed by first-hand evidence — our own screenshots, measurements, and dated capture — stored against the verdict. Pricing is captured on a schedule and stamped with an “as of” date; when it goes stale, the page is flagged for re-check, not quietly left to drift.
The score, and how sure we are
Every Verdict block leads with one number: an overall score from 0–100. That is our editorial rating — the weighted roll-up of the five dimensions above — and it is the single rating we ever expose in structured data. We never publish an aggregate of other people’s star ratings.
Sitting beside it is our confidence: a separate, trust-only signal we show only as High, Medium, or Low — never as a number, and never in structured data. It reflects how settled the product is and how strong our evidence is, so thin evidence or stale pricing lowers it. The score answers how good; confidence answers how sure.
What disqualifies a product
A product cannot earn a recommendation if we cannot verify its core claims, if its pricing is deceptive, or if it has no honest audience. Every review must complete a non-empty “not recommended for” list — if we cannot say who should walk away, the review is not finished. Partners whose programs pause or end are swapped out, not quietly left in place.
Corrections & freshness
When we get something wrong, we fix it in place and note what changed. Nothing is quietly re-written to bury a mistake. Pages are re-tested on a fixed cadence rather than left to drift, and anything that fails a re-check is flagged before it is republished.
- Pricing pages every 30 days
- Comparisons every 60 days
- Guides & roundups every 120 days