Returns fraud monitoring for apparel brands
Apparel carries the highest return rates in ecommerce, and the abuse hides inside the honest majority. Wardrobing, bracketing, and serial returning all look like normal returns until behavior is scored per customer.
Get a free returns fraud scanWhat WardrobeLock does for apparel brands
- Flag customers who wear and return across multiple orders
- Surface habitual bracketing by customer and by SKU
- Give CX teams approve, warn, and deny decisions with evidence
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Frequently asked questions
How do wardrobers use a returns policy against a store?
They study the gaps: generous windows that cover event seasons, no questions language, and categories with no wear checks. A policy written for trust without any verification steps effectively invites one time wear, especially on occasionwear with tags that can be hidden or reattached.
What policy wording helps most against wardrobing?
Plain statements that items must be unworn with tags attached, that worn items may be refused or charged, and that visible security tags void returns when removed. Specific wording beats broad warnings because it is enforceable and understandable.
Should stores shorten return windows to stop wardrobing?
Shorter windows help only modestly, because most wardrobing returns happen within days of an event. Tags, wear checks, and account pattern review address the behavior directly. Cutting windows mainly punishes honest shoppers with busy lives.