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Strategy2025-11-2711 min read

The 2025 Playbook for Reducing E-commerce Returns

"The silent profit killer of 2025 is the return rate. Discover the data behind 'bracketing' and 5 strategies to fix it."

The 2025 Playbook for Reducing E-commerce Returns | DrapX AI Blog

Returns are the silent profit killer: a store with healthy top-line revenue can be quietly unprofitable once 30% of apparel orders flow backward. The 2025 data made the pattern clear, and five strategies consistently fix it.

Understand Bracketing First

Bracketing, ordering multiple sizes intending to return the extras, is now planned behavior for a large share of apparel shoppers. It's rational: sizing is inconsistent and returns are free. Your store pays for that rationality in double shipping, processing labor, and garments returning in unsellable condition. Any serious returns strategy starts by removing the reason to bracket.

The 5 Strategies

  • Virtual try-on: let shoppers see the garment on their body pre-purchase. Merchants report up to 38% fewer returns as expectation mismatch collapses.
  • Per-product size charts with real garment measurements, not generic brand charts.
  • Return-reason capture at the point of return. You can't fix what you don't categorize.
  • SKU-level returns review monthly: fix or kill chronic offenders (often one fabric or one cut).
  • Fit-note transparency: 'runs small, size up' written by humans beats algorithmic vagueness.

Sequence Matters

Start with measurement (reasons plus SKU data), deploy try-on and size charts against what you find, then iterate. Merchants who add confidence tools before understanding their return reasons fix the wrong products first.

Quantify your returns leak before you fix it.

Open the return calculator