Get in touch

Last updated: 28 August 2026

The AI Ronin Lab is run by one person. Messages are read, and corrections to the tool database are acted on.

What to get in touch about

Corrections to tool data

The most useful thing you can send. If a tool is scored wrongly, priced wrongly, has changed its free plan, has been renamed, or has shut down, please say so — ideally with a link to the vendor's own page. Tool records carry a review date, and corrections update it.

A tool that should be in the Finder

Suggestions are welcome, including for your own product. Note in advance: inclusion is not for sale, there is no paid placement, and a suggested tool is scored on the same published criteria as everything else. A tool being added does not mean it will rank well.

Questions about how a recommendation was made

Every result in the Finder has a "Why this match" explanation built in. If that still does not explain it, ask.

Affiliate programmes and partnerships

Vendors are welcome to get in touch. Please read the affiliate disclosure first: commercial relationships have no effect on ranking, and there is no mechanism by which they could. Offers to buy placement, buy a higher score, or buy a review will be declined.

Privacy note

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