Data, billing, and inclusion
Is the data accurate?
Visits, DR, and keyword volume come from DataForSEO (Google organic estimates and the backlink index). Copy and stack come from public pages. Good enough to pick a direction, not a finance statement. Bounce and duration stay empty.
Is it free? Do I need an account?
The homepage, model map, and top 20 of each ranking are free without an account. You can sign in with Google; the full lists still ship with Pro billing.
How often does it update?
Full metrics monthly. Model releases on a short cycle. The demo marks the illustrative snapshot date.
What gets included?
Sites with observable traffic or a clear AI-tool job. Directories and detectors belong on the backlink list, not as the stars of the growth list.
Who is it for?
Builders, SEOs, and growth leads who ship AI tool sites. It is not a “best AI tools” picker for end users.
Can I request removal?
Yes. Email the domain. Listing a public site is not an endorsement or a partnership.