A massive, popular map of AI tools ranked by community saves and votes, but the prominent "Featured" slots are an openly paid bid-for-position auction, so treat top placement as advertising, not a verdict.
What it's really for An AI-tool directory; vendors pay submission and placement fees to appear.
What our grade covers The grade on this page is about its searchable AI-tool leaderboard, not everything the site does.
High Scoring Confidence Checked against primary sources. We are confident in the facts and the grade here.
AI tool makers pay it the most (submission fees, $99/month highlights, and pay-per-click featured bids), and by the site's own get-featured page paying directly buys higher placement in the Featured section.
Source →- Operating since
- 2022 (4 years) · source
- What it costs you
- Free to read The reviews are free to read.
- How they make money
- Charges AI vendors a submission fee (around $347), a $99/month "Highlight" placement, a pay-per-click "Featured" auction, and sells newsletter and on-site advertising.
- What they do
- It aggregates and lets users search tens of thousands of AI tools by task, surfacing them through community saves, verified human votes, and a leaderboard.
- What to watch for
- By the site's own pricing page, the "Featured" section is sold by auction where "the higher your bid, the higher your AI will be on the list," so top spots reflect ad spend rather than independent testing of the tools.
- Composite score
- 2.00 / 5.00 → grade C-
- Last verified
- September 1, 2026 — when a human last checked this entry's facts, links, and grade against the live site.
- Citations checked
- September 1, 2026 — our automated check re-fetched all 7 sources cited on this page. All resolved. 1 block automated visitors and are checked by hand. This is a link check, not a re-grade — the “Last verified” date above is the one that covers the facts and the grade.
- Site confirmed live
- September 1, 2026 — our monthly automated check reached There's An AI For That (TAAFT) and got a normal response.
How the grade was reached
Does the site take money from the very entities it ranks? Pay-for-placement, vendor-funded data, and affiliate commissions all pull this down. The less the ranking can be bought, the higher the score.
What is the ranking actually built on? Hands-on testing scores highest, then verified first-hand reviews, then opinion or popularity surveys and self-reported figures, then pay-to-rank, which scores lowest.
Is the methodology published, specific, and reproducible? Can a reader see how a given rank was reached, or is it a black box?
Are commercial relationships, sponsorships, and affiliate arrangements disclosed clearly and near the rankings themselves, rather than buried?
How hard is it to game? Controls against fake reviews, solicited reviews, and vendor gaming raise this; an open box anyone can stuff lowers it.
Evidence
- TAAFT's own get-featured/pricing page states that position in the paid Featured section is determined by bid: 'The higher your bid, the higher your AI will be on the list,' alongside a ~$347 submission fee and a $99/month Highlight placement that keeps tools on the front page. Source: There's An AI For That - Get Featured (pricing) →
- Founder Andrei Gheorghe describes TAAFT as a media company, saying it 'makes money when founders submit their AI tools (the submission fee is around $300), as well as through ads on the website' and newsletter sponsorships; the site launched December 2022 and went viral. Source: High Signal - How Andrei built There's An AI For That →
- The 'Best AI Tools' leaderboard is driven by registered-user votes with anti-manipulation controls (votes hidden, vote-cheating leads to disqualification) rather than hands-on editorial testing; brands like Zapier, Writer.ai and Agent.ai have paid to sponsor the platform/newsletter. Source: TAAFT advertising via BuySellAds →
- Re-read 2026-09-01: pricing is unchanged — a $347 one-time submission (listing, "Just Released" placement and a newsletter mention), a $99/month "Highlight" sold on "Up to 4x more clicks," and a pay-per-click Featured auction taking 1,000 to 50,000 clicks where "Your position in the list is determined by your bid. The higher your bid, the higher your AI will" rank. Unlike several peer directories, the live homepage feed does mark bought slots inline with an "Ad" label next to the tool, and carries a "Sponsor" unit above the feed; the separate vote-driven Leaderboard shows no paid slots and states "Only registered users can vote." Source: TAAFT Get Featured pricing and live homepage feed (2026-09-01) →