omnifeed Search

How we use AI

AI tools help us research products and edit what we publish. The criteria every ranking is judged on are always reviewed by a person.

Where AI helps

  • Collecting each product’s own documentation, website text and release history.
  • Finding the exact lines in those sources that support or limit a score.
  • Drafting and editing the text of our articles.

What a person always reviews

Before a ranking is published, a person reviews its criteria and how much each one counts. A criterion that isn’t meaningful to someone choosing software, or that can’t be checked against a source, is rewritten before any product is scored on it.

What stays the same either way

  • Every score cites an exact quote from the product’s own source, with a link and the date it was checked.
  • Each quote is checked word for word against the page it came from before it is published.
  • The order of a ranking is computed from the weighted scores. Nobody, and no tool, picks the winner by hand.
  • Unless an article says otherwise, scores come from documentation and release data, not from hands-on testing.

How our rankings work