Return Rate
The percentage of sold items (or revenue) that customers send back, a core profitability metric in fashion e-commerce.
What is return rate?
Return rate is the percentage of sold items (or revenue) that customers send back:
return rate = returned items / items sold × 100
It can be measured in units or in value, gross (all returns) or net of fraud, per product, per category, or store-wide. In fashion e-commerce it is one of the few metrics that directly moves profitability in both directions: every avoided return saves the margin twice.
Average return rates
Typical industry averages (NRF and retail industry reports, 2024-2025):
| Channel / category | Typical return rate |
|---|---|
| Physical retail (in-store) | ~9-10% |
| E-commerce, all categories | ~17-18% |
| Fashion / apparel e-commerce | ~24-25% |
| Footwear e-commerce | ~20-25% |
| Occasion wear, premium denim | 30%+ |
Two more numbers frame the problem: processing a single return typically costs 45-66% of the item's price (shipping both ways, inspection, restocking, liquidation), and the majority of fashion returns are preference-based: poor fit, style mismatch, or the item looking different in person than on screen.
What drives fashion returns
- Fit uncertainty: sizing varies across brands, so shoppers guess, or bracket several sizes.
- Expectation gap: the product photo (one model, one body type, studio lighting) doesn't show how the item looks on the buyer.
- Policy incentives: free, frictionless returns make ordering-to-try rational behavior.
Countermeasures map to the causes: garment-specific size charts and fit data for the numeric half, virtual try-on for the visual half, and return policies that reward keeping (exchanges, store credit) over refunding.
FAQ
Questions, answered.
What is a good return rate for a fashion e-commerce store?↓
Below ~20% is better than average for online apparel; below 15% is strong. The right target depends on category: basics return far less than occasion wear or fitted denim.
Why are online return rates so much higher than in-store?↓
In a store, the fitting room filters out bad purchases before they happen. Online, that filtering happens after purchase, at the merchant's expense, unless fit and visualization tools move it back before checkout.
Related terms
- Bracketing
- Ordering the same item in several sizes or colors with the intent to keep one and return the rest.
- Size Chart
- A table mapping garment measurements to label sizes, helping shoppers pick the right size before buying.
- Virtual Try-On (VTO)
- Technology that lets shoppers preview how a product looks on them (or in their space) before buying.
- Virtual Fitting Room
- A digital experience that lets shoppers preview how clothing looks on them before buying online.