Why your returns process is killing your margins (and how to fix it)

The refund isn't the expensive part. It's everything around it.

The customer emails asking to return. Someone reads it, looks up the order, checks the return policy, generates a return label, sends instructions, waits for the item, inspects it, processes the refund, updates inventory, and logs it. That's 15-20 minutes of labour per return. At $30/hour, that's $7.50-$10 per return in handling cost alone — before the label, before the refund, before the restocking.

If your return rate is 20% (normal for fashion) and you ship 500 orders a month, that's 100 returns. At $10 handling each: $1,000/month in labour on returns processing alone.

Where the margin actually leaks

• Slow processing. Customer waits a week for their refund, gets frustrated, leaves a bad review, never buys again. The lifetime value loss dwarfs the return cost.
• No exchange push. A return is negative. An exchange is neutral or positive. If you're not offering exchanges first, you're choosing the worst outcome every time.
• Manual everything. Every return handled manually means every return costs the same, regardless of complexity. A "wrong size" return should be instant. A "damaged item" return needs human eyes.

What to fix

Tiered process. Standard returns (wrong size, changed mind) should be self-service — customer fills out a form, gets a label, sends it back, refund is automatic on receipt. Complex returns (damaged, wrong item, quality issue) get escalated to a human.

Push exchanges. In your return flow, show the exchange option first and make it easier than the refund option. Offer free exchange shipping even if you charge for return shipping.

Set clear SLAs. "Refunds processed within 3 business days of receiving the item." Set it, meet it, communicate it.

Automate the routine. AI can handle 80% of return requests: verify the order, check the return window, generate the label, send the instructions. Human reviews only the exceptions.

See how AI affects ecommerce margins →

Further reading

• InboxAgents: Automate customer service workflows