Our method
A database, not an SEO farm
101 tools, one structured database. Every list, comparison and Finder result is generated from the same editorial scores — so the site can't contradict itself.
Researched, not scraped
Every listing is built from the product itself: documentation, pricing pages and broad user consensus — what it does, what it costs, and where it falls short. No vendor blurbs presented as review.
Five scored dimensions
Output quality, ease of use, value for money, feature depth and overall score — each 0–10, recorded in our database and shown on every tool page.
Reviewed on a schedule
AI tools change fast. We revisit listings regularly to update scores, prices and verdicts. The last-reviewed date is public on every tool page.
No pay-to-rank
Affiliate commissions never influence scores. Sponsored placements, when they exist, are always labelled and never appear in editorial rankings or Finder results.
What we don't do
- ✕ Publish ten identical “10 best AI tools for X” listicles
- ✕ Let vendors pay for position in rankings
- ✕ Hide affiliate relationships
- ✕ Show prices we haven't flagged as verified
Prices and affiliate terms on this site are drafts until marked verified. Always confirm on the vendor's site before purchasing.