Synthetic A/B testing

A verdict — and how sure it is.

A panel of synthetic readers judges both versions and reports which one it prefers, how wide the lead is, and when the lead is too small to call.

The panel is synthetic personas, not people, and every verdict on this site is generated by an AI system.

Every vote is on the record

Each panel member votes and says why, in their own words. The reasons are in the report, not behind a summary.

Uncertainty stays attached

The verdict carries the range the true preference could plausibly sit in, and says plainly when the gap is too small to call.

You approve the panel

The panel does not vote until you have seen how your audience was read and confirmed it. Adjust the reading, or run the panel as it stands.