How we taste-test

Every verdict on this site comes from a real person, using the tool on real work, bought with our own money.

The score rubric

ScoreVerdictWhat it means
9.0+Buychef's kiss. Only the best make the menu.
8.5–8.9BuyRecommended without reservation.
7.0–8.4Taste itGood, with caveats you should read first.
5.5–6.9ConsiderOnly if the gaps don't matter to you.
below 5.5Send backWe don't recommend it at this price.
—In the kitchenBeing tested right now. No verdict yet.

The process

We buy every tool with our own money and use it on real work for at least two weeks before a verdict. No review keys, no vendor demo accounts.

What we check on every tool:

  • onboarding — how long until real work happens
  • core features — do they work as promised
  • limits — API caps, seat caps, feature locks, the fine print
  • support — does anyone answer, and how fast
  • export — can you get your data out when the deal dies

Who tests

Every verdict page names the human who tested it and when — no anonymous aggregate scores.

The rules

  • No paid verdicts. Money changes nothing on the menu.
  • No vendor previews. Vendors see the verdict when you do.

Challenge a verdict

Disagree with a score? We publish challenges when they're right. Write to [email protected] with the deal and your evidence.

How we earn: read the full affiliate disclosure.