Clothing return reasons should be recorded with a short standardized category and, where useful, the customer’s own description. The goal is to find actionable patterns without forcing every return into vague labels such as “didn’t like it”.

Build a manageable reason list

Start with categories your team can apply consistently: size too small, size too large, fit or shape, colour or appearance, changed mind, wrong item received, damaged on arrival, suspected product defect and other. Keep delivery problems separate from garment problems.

Do not label normal preference as a defect. Equally, do not hide repeated construction concerns inside “other”. Allow staff to add a brief factual note.

Capture the product context

• Order and return date.
• Style, colour, size and SKU.
• Reason code and optional customer wording.
• Condition received and inspection outcome.
• Refund, exchange or other resolution.
• Whether the unit returned to saleable stock.

Separate customer report from inspection

A customer may report that a zip is broken. Record that report first, then document what the inspection found. Do not overwrite the original reason if the item functions during inspection; the difference itself may indicate confusing use, intermittent failure or a communication issue.

Use precise fit notes

“Too small” is useful for reporting, but a note such as “waist comfortable, thigh restrictive while sitting” gives product teams more direction. Keep optional notes short and avoid collecting sensitive body information that is not necessary.

Prevent duplicate counting

Choose one primary reason per returned unit for headline reporting, with secondary tags if your system supports them. If an order contains three returned items, record each item separately. A single order-level reason can hide that different products had different issues.

Review rates with sales volume

Ten returns on 100 sales and ten returns on 1,000 sales describe different patterns. Calculate return rate using a consistent denominator and period. Also consider whether a size was available for the full period and whether a promotion changed the customer mix.

Turn patterns into checks

If one size repeatedly receives “too small”, compare its finished measurements with the approved specification and check product-page information. If many customers misunderstand colour, review photography and naming. Do not change the pattern from comments alone without measuring samples.

Close the feedback loop

Record the action, owner and review date. After updating a chart, description or product, compare later return data to see whether the issue changed.

Use our size-chart guide when reviewing fit communication, and keep product references aligned with the clothing collection.

Train staff with examples

Give staff short examples of each reason code and review uncertain cases together. Consistent coding matters more than creating a long list that different people interpret differently.