How we review

Editor & operator, FindAiverse

Kang Seunghyun

Where the information comes from

Pricing, free-tier limits, and feature descriptions come from each tool’s own official pricing and documentation pages, opened and read directly. We do not copy figures from other directories or from AI-generated summaries. When a price is stated on this site, the date it was checked is stated with it.

Re-verification

AI tools change pricing and names often, so records go stale fast. Tools are re-checked in batches, highest-traffic first, and a verified tool shows a "Last verified" date on its page. If a tool page has no such date yet, treat its details as unverified since it was added and check the official site before deciding.

What we do not do

We do not publish star ratings or review counts, because we do not collect genuine user reviews — inventing them would be dishonest and would violate search engines’ structured data policies. We also do not claim hands-on testing we have not done: where an article describes real use, it carries screenshots or measured numbers, and where it does not, it is written as a factual summary of official sources instead.

How the site makes money

Revenue comes from display advertising only. As of now there are no affiliate links anywhere on this site — none of the 121 tool pages contains one, so no tool is ranked, featured, or described differently because of a commission. If that ever changes, affiliate links will be disclosed on the page where they appear and noted here.