How We Test AI Tools

Every public tool profile follows the same documented workflow: discovery or submission, research, testing preparation, hands-on testing, editorial review, and publication.

What we check

  • Core features using realistic tasks
  • Ease of setup and everyday use
  • Output quality, reliability, and limitations
  • Published pricing, free plans, and free trials
  • Important privacy, support, and commercial disclosures

Testing dates and pricing-check dates are recorded separately. WordPress records the content update date automatically.