Pinch AI

Pinch AI helps retailers set return policies per customer, giving trusted buyers perks such as instant refunds while adding friction for serial returners and fraudsters. It is built for online and omnichannel retailers losing margin to return abuse.

The platform scores customers by their true value after returns and costs, then applies adaptive policies: extended windows and exchange perks for loyal buyers, or held refunds, in-store-only returns and fees for wardrobers and resellers. It can deny returns from repeat empty-box, counterfeit and FTID scammers.

Modules include dynamic order optimization, an adaptive returns engine and smart returns receiving. Reporting shows abuse baselines, the real cost of returns, hotspots and seasonal trends, and the same customer scores can steer promotions toward trusted buyers.