Most warehouses track their returns rate. Fewer of them know if that number is actually bad. 8% sounds fine until you find out your product category benchmarks at 3%. 22% sounds alarming until you realize you're in apparel e-commerce, where that's Tuesday. So here's a rough cheat sheet. These are not magic targets — they're ballpark norms based on what the industry broadly reports, and your specific mix, channel, and customer base will move them. Use these as a starting poi

Most warehouse scorecards die in a spreadsheet somewhere around Q1. Someone spent two weeks pulling data, got it into a nice format, shared it in the ops review — and then life happened. Pick volumes spiked, a carrier went sideways, and the scorecard became another tab nobody opens. That's not a data problem. That's a design problem. A scorecard is only useful if the people doing the work can read it, believe the numbers, and know what to do when one of those numbers goes red