Search AI tools by the job, get the ones that work

• Real demand

  35%

  Outbound clicks to the tool, counted twice, plus page views on its listing. Attention we can observe rather than attention someone claims — weighed by how much of it there is, so a few dozen visits nudge the score and thousands carry the full share.

• Reception

  30%

  Visitor ratings, pulled toward the catalog average until enough of them land. Three glowing reviews move a score far less than thirty.

• Corroboration

  20%

  How many of our source catalogs list the tool independently. One directory is a listing; six is a track record.

• Standing

  15%

  Alive at the last check, and a listing complete enough to act on — priced, described, placed. A dead tool scores nothing here whatever else it has. A site that turns our checker away is not scored here at all: we could not look, so the signal is missing rather than zero.

No paid placementA listing can be bought. A rank, a score and a review cannot.