Opportunistic abuse

Bracketing

Bracketing

Bracketing

Ordering several sizes or colors of an item, planning to keep one and return the rest.

How it works
  1. 01Several versions orderedTwo or three sizes or colors of the same item.
  2. 02Tried at homeThe customer picks the one that fits.
  3. 03Rest returnedThe other versions come back.
  4. 04RestockedThe returned items go back on sale, if they're in sellable condition.
  5. 05Costs add upShipping, handling and stock tied up in transit.
Warning signs
  • Multiple sizes of the same item in one order
  • High return rates on size-sensitive categories
  • Customers who bracket on nearly every order
  • Returns that arrive worn or without tags

What is bracketing?

Bracketing is ordering several sizes or colors of an item, planning to keep one and return the rest. It’s common, often driven by inconsistent sizing, and most of the time it’s not abuse.

It becomes a problem when it’s constant and costly, or when the returned items come back worn and can’t be resold.

Who it hits

Apparel, footwear and anything where fit or color is hard to judge online.

What it costs

Shipping both ways, handling, and inventory unavailable to other customers while it’s in transit. Most bracketed items can be resold, so the cost is operational more than a write-off.

How to prevent it

  • Improve size guidance and fit tools to reduce the need to bracket.

  • Track bracketing by customer, and keep free returns for those who keep what they buy.

  • Charge for returns or use exchanges only for persistent heavy bracketers.

FAQ

Is bracketing abuse?

Usually not. It’s a reasonable response to unclear sizing. It turns into abuse only when it’s extreme or items come back used.

How is it different from wardrobing?

Bracketed items are returned unworn. Wardrobed items have been used.

How Pinch stops it

Return Abuse →

Free lookback · for qualified brands

See what you lost last year. Free.

01

Share 12 months of data.

Install the Shopify app or SFCC cartridge, or send order, return and claim exports.

02

Get your lookback in under two weeks.

What you lost to return and claims abuse, and who took it.

03

Qualified brands try Pinch free for three months.

Run it on live orders, then decide.