Returns fraud and the one-click era: what you can actually do about it

Making returns frictionless removes the friction for everyone, including the small population exploiting your policy, but attempting to stop return fraud by blocking the withdrawal button or gating customer access creates severe legal exposure under EU law. With EU Directive 2023/2673 mandating accessible electronic withdrawal and the non-refundable €3 import duty increasing the cost of empty-box and decoy returns, cross-border retailers cannot afford to defend the wrong end of the customer journey. Building a defensible fraud strategy requires shifting controls from point-of-request gating to intake verification, relying on pre-contractual disclosures, Article 13(3) refund withholding, and documented evidence of diminished value.

In this article:

• Why EU law prohibits blocking withdrawal buttons or refusing returns for used items - and how to lawfully use diminished-value deductions instead
• The power of Article 13(3): withholding refunds until receipt or proof of dispatch to neutralize empty-box and decoy return tactics
• An 8-step operational framework to record outbound shipments, capture 48-hour intake photo evidence, and handle serial returners commercially without violating statutory rights

Why this matters now

The scale is not in dispute even if the precise figures are. NRF and Happy Returns put US retail returns at $849.9 billion in 2025 with 9% classified as fraudulent, roughly $76 billion. E-commerce returns run higher than the all-channel rate, 19.3% against 15.8%, because shoppers cannot inspect before buying.

The tactics retailers report rising fastest are the crude physical ones. 71% saw an increase in overstated-quantity returns, 65% in empty-box or "box of rocks" returns, and 64% in decoy returns using counterfeit or substituted items.

Three things changed the stakes in 2026.

Withdrawal got easier by law. Since 19 June, EU Directive 2023/2673 requires a two-step electronic withdrawal function, prominently placed and continuously available. Suppressing access is no longer a policy choice.

Each cross-border return got more expensive. The €3 EU import duty, live from 1 July on sub-€150 consignments, is charged per tariff line and is not refundable on ordinary change-of-mind returns. An empty box coming back from Germany now costs you the duty as well as the goods.

The tooling is not delivering. 85% of retailers are deploying AI and machine learning to detect return fraud, and only 45% find those tools effective so far.

Worth a mention That last statistic deserves more attention than it gets. Nearly every large retailer has bought fraud detection, and fewer than half think it works. It is a strong hint that the problem is not primarily a detection problem. You can score a request all you like, but if the parcel arrives and nobody records what was inside it, the score was never going to settle anything.

Where the line actually sits in EU law

This is the part worth getting right before designing anything, because it determines which controls are available to you.

You may deduct for diminished value. You may not refuse the withdrawal. Article 14(2) CRD makes the consumer liable for diminished value resulting from handling other than what is necessary to establish the nature, characteristics and functioning of the goods. The Court of Justice put the limit plainly in Case C-681/17, confirming the consumer is liable for that diminished value "without the consumer thereby being deprived of his right of withdrawal", following Messner (C-489/07). The benchmark is what a customer could have done with the item in a physical shop.

Deduction requires two things you must have prepared in advance. Pre-contractual disclosure of the liability, and documented evidence of the loss in value. Without the disclosure you cannot deduct at all. Without the evidence you will lose the argument.

You may withhold the refund until you have the goods or proof of dispatch. Article 13(3) is the single most useful anti-fraud provision in the directive and the one most often left unused. The refund clock runs from notification, but payment can wait for receipt or for proof the consumer sent the item.

Return shipping cost can sit with the consumer, but only if you told them. Under Article 14(1) the consumer bears the direct cost of returning the goods unless you agreed to bear them or failed to inform them. For goods that cannot normally be returned by post, Article 6(1)(i) requires you to state the amount or a reasonable estimate.

The right itself cannot be contracted away. No terms, policy page or account status removes it.

What usually goes wrong

Blocking the button for flagged customers. This is the most tempting control and the most dangerous. A withdrawal function that is degraded or unavailable for some customers is the dark pattern the directive was written to counter, and it exposes you to the extended withdrawal period on top of everything else.

Refusing the return because the item looks used. Wearing is not automatically beyond inspection, and even where it is, the remedy is a deduction, not a refusal.

Restocking fees applied to statutory withdrawals. Article 13(1) requires reimbursement of all payments received including standard delivery. A flat restocking fee sitting on top of a lawful withdrawal is a different question from a deduction supported by evidence of diminished value.

Refunding on scan, then discovering the box was empty. Instant refunds are excellent for customer experience and terrible for the empty-box tactic. The directive does not require you to refund before receipt.

Treating high-return customers as fraudsters. Bracketing is now mainstream behaviour, not deception. Estimates of its prevalence vary widely, from 36% of shoppers admitting to it in Happy Returns data to 63% in other 2026 reporting. That spread tells you the definitions are not stable, and a policy that treats a bracketer as a fraudster will lose you good customers.

No outbound record. If you cannot show what left your warehouse and in what condition, every dispute at intake becomes your word against theirs.

Worth a mention Perhaps the most quietly revealing number in the NRF and Happy Returns work is that 45% of consumers believe "bending the truth" is acceptable when making a return. Not a fringe. Close to half. Any policy built on the assumption that customers approach the returns process the way they approach the purchase process is calibrated to a population that does not exist.

How the process should work

Step 1. Keep the withdrawal path completely open. Two steps, prominent, permanently available, identical for every customer. Do not put controls here. There is nothing you can lawfully gain and a great deal you can lose.

Step 2. Do your disclosures properly, once. The 14-day right, who bears return shipping and how much, and the consumer's liability for diminished value, all stated pre-contractually and confirmed on a durable medium. This is what converts a suspicion at intake into a lawful deduction later.

Step 3. Record what leaves. Outbound weight, contents and condition, tied to the order. Without this baseline, the intake check has nothing to compare against.

Step 4. Withhold the refund until receipt or proof of dispatch. Use Article 13(3) deliberately rather than defaulting to refund-on-request. Communicate it clearly at the point of withdrawal so it reads as a process, not a penalty.

Step 5. Verify at intake with evidence, fast. A barcode scan plus a photo-documented condition check within 48 hours. This is where the empty box, the substituted item, the overstated quantity and the genuinely worn garment all become visible and documented at the same moment.

Step 6. Decide the outcome from the evidence, not the suspicion. Full refund, refund with a documented diminished-value deduction, or a fraud case with photographic support. Three outcomes, one evidence base.

Step 7. Handle serial returners commercially, not by obstruction. You cannot remove the statutory right, but you can withdraw voluntary extras: free return shipping beyond the statutory minimum, extended windows past 14 days, loyalty perks. Take advice before declining to sell to someone.

Step 8. Keep the return leg domestic. Fraud economics change with distance. A dishonest return that travels across a border costs you the goods, both shipping legs, clearance and a €3 duty you cannot reclaim. A domestic return costs you the goods and one short leg, and it arrives fast enough to be inspected while the case is still live.

What this looks like inside the business

The refund issued before anyone opened the box. Instant refunds sold as a customer-experience win, with no intake check behind them. The tactic that exploits this is the fastest-growing one retailers report.

The deduction you were entitled to and could not prove. The garment clearly went to a wedding. Without an outbound condition record, an intake photo and a pre-contractual disclosure, the deduction is a negotiation you will probably lose.

The good customer you lost to a fraud rule. Bracketers look like abusers in the data and behave like your best customers in the P&L. Rules calibrated on return frequency alone will catch the wrong people.

The €25 order that cost €40 to defend. Cross-border reverse logistics on a low-value item can exceed the item's value before the fraud question is even reached. At that point the correct decision is often to refund and fix the routing, not to investigate.

What to check before you scale

• Whether your withdrawal function is identical for every customer, with no fraud-based gating.
• Whether diminished-value liability is disclosed pre-contractually and confirmed on a durable medium.
• Whether return shipping cost allocation is disclosed, with an amount or estimate where required.
• Whether you currently refund on request, on scan, or on receipt, and whether that was a decision or a default.
• Whether you have an outbound condition and weight record to compare against.
• Time from parcel arrival to inspection, measured in hours.
• Whether inspection produces retained photographic evidence tied to the order.
• Whether restocking fee logic can touch a statutory withdrawal.
• Your serial-returner policy, and whether it touches statutory rights or only voluntary extras.
• Where returns physically travel, and what each cross-border case costs before any recovery.

How ShopReturns helps

The controls that hold up in the EU are intake controls, and intake is what we run. Returns land at a local address in the customer's own market, so they arrive in days rather than weeks and no customs event occurs on the way back. Every item is verified in the Wrocław hub within 48 hours with a barcode scan and a photo-documented quality check, which produces exactly the evidence base the diminished-value rule requires: what arrived, in what condition, against what was shipped. That record supports a lawful deduction where one is justified, a documented fraud case where one exists, and a fast clean refund where neither applies. Units are then dispositioned in-market rather than shipped home, so the cost of investigating never exceeds the value of the goods.

FAQ

Can I refuse a return if I think the customer wore the item? No. You may be entitled to deduct for diminished value, with disclosure and evidence, but the Court of Justice has confirmed the consumer is not deprived of the right of withdrawal.

Can I block the withdrawal button for customers with a high return rate? Treat this as off limits. A degraded or unavailable withdrawal function is what the directive was written to prevent, and the exposure includes an extended withdrawal window.

Can I wait until the goods arrive before refunding? Yes. Article 13(3) allows you to withhold the refund until you receive the goods or the consumer supplies proof of dispatch, whichever is earlier.

Can I charge a restocking fee? On a statutory withdrawal, be very careful. The lawful mechanism is a documented diminished-value deduction, which is not the same as a flat percentage fee. Get advice before applying fee logic to withdrawals.

Does the €3 duty come back if the return was fraudulent? No. The duty is not refundable on ordinary change-of-mind returns, and a fraudulent one does not create a repayment ground either. The only way to avoid it on the return leg is for the parcel not to cross a border.

Not sure what your current setup is costing you?

Send us your numbers and we'll run them against the new regime - where the duty is hitting twice, what your return freight actually costs against the goods you recover, and how much of it is avoidable. One working session, and you leave with the figures either way.