Bracketing explained: why shoppers buy three sizes

Bracketing is buying several versions of the same item, usually different sizes, with the plan to keep one and return the rest. For the shopper it is a rational response to inconsistent sizing. For the brand it is a structural cost.

Apparel made bracketing mainstream. When a customer cannot trust the size chart, the fitting room moves to their living room, and your warehouse inherits the round trip on every unit that does not win.

The cost hides in plain sight. Bracketed units are out of sellable inventory for weeks, come back in varying condition, and inflate return rates that scare finance teams into across-the-board policy changes.

The important insight is concentration. Occasional bracketing is a fit problem to solve with better size guidance. Habitual bracketing, the same customers bracketing nearly every order, is a behavior problem, and your own order data separates the two cleanly.