| Metric | Benchmark | Notes |
|---|---|---|
| Returns from sizing/fit | 40-50% (apparel) | The largest single cause for apparel. Better size guides and fit data attack it directly. |
| Product didn't match expectations | 20-30% | Usually a PDP and imagery problem. The product page set the wrong expectation. |
| Quality/defect returns | 10-15% | Above this, treat it as a QA and supplier problem, not a returns problem - supplier QC and reverse logistics are covered in Supply Chain & Operations. |
| Buyer's remorse | 10-20% | Hardest to eliminate, but post-purchase reassurance and accurate delivery timing reduce it. |
| Chargeback rate | <0.5% | Keep under 0.5% as your working ceiling; processors get uncomfortable near 0.9% and the card networks' monitoring programmes trigger above that (full thresholds in Compliance & Regulatory). Defend this hard. |
How to use these benchmarks
These ranges are directional, not guarantees. They are drawn from The DTC Playbook and Rob Ward's operating experience taking Quad Lock from $0 to a $500M exit, cross-checked against widely cited DTC data. The point is not the exact number - it is whether you sit above or below it, and what to do about the gap. Judge yourself against your own category and trend as well.
Last reviewed: 2026. Benchmarks are refreshed as the playbook is updated.
See where your numbers sit. Enter your metrics once and your dashboard grades every one of these benchmarks against your stage and category.
Create your free account
Open your benchmarks →
Read Quality & Returns
Term Contribution Margin
Term Customer Satisfaction Score
Term Third-Party Logistics
Benchmarks Email & SMS marketing benchmarks for DTC
Benchmarks Meta & paid ads benchmarks for DTC
Benchmarks Website conversion benchmarks for DTC
Benchmarks Unit economics benchmarks for DTC
Benchmarks DTC marketing benchmarks
Benchmarks DTC metrics that matter