Median Time from Purchase to Refund by Category in Germany — 2025
Results as of
Review Full Year 2025: Fashion shoppers take a median 18 days to return an order; grocery refunds close in 1
Info
- Sample size
- n = 374
- Data date
- Full Year 2025
- Segment
- All segments
- Platform
- Market
- Germany
Analysis
The 18-day median return lag in fashion reflects how German shoppers actually use their clothing purchases: items are tried on, worn briefly, and reconsidered before the decision to return is made — a cycle that typically spans two to three weeks. Zalando's own data, used to justify its January 2025 return-window reduction, confirms that 95% of German customers complete returns within 30 days, placing the observed 18-day median squarely in the heart of the distribution. The interquartile range for fashion stretches from 11 to 29 days, meaning a meaningful share of returns land just inside the new 30-day deadline. Marketplaces show a tighter 11-day median, consistent with lower-consideration purchases where dissatisfaction is apparent sooner. Grocery's 1-day figure is not a product return at all — it is dominated by same-day price or stock corrections from services like flaschenpost and REWE, and should be treated as a distinct operational category. Merchants setting return window policy should account for the full fashion distribution, not just the median.
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Methodology
Return lag is measured as the number of days elapsed between a shopper's purchase notification and the first refund, return, or cancellation notification for the same order, matched by shopper identity, merchant, and order reference. Only matches with a lag between 0 and 365 days are included. Categories must have at least 20 matched refund pairs to appear. Electronics and Beauty are excluded because matched pairs fell below this threshold. The chart shows the median lag per category; whiskers mark the 25th and 75th percentile (interquartile range). Data covers German online shoppers throughout 2025.