A support lead at a Berlin DTC brand once showed us a graph: every Friday afternoon for three months, a specific IP-range in Hesse returned 1.2 × more "empty box" claims than any other day of the week. Same customer? Different customers. Different orders. Same building. It turned out that the local Packstation had a signal leak that a small group was exploiting — pick up the package, swap out the product, put the empty box back on the shelf. DHL delivered the swap to the warehouse unopened.
This is empty-box fraud, and it is now one of the three most common return-fraud patterns for DTC stores shipping goods under €300.
What Empty Box Fraud Looks Like
| Variant | Claim to the merchant | What really happened |
|---|---|---|
| Never arrived | 'My box came empty. Look, no seal.' | Customer opened the box, removed product, resealed. Sometimes resealed with matching tape. |
| Wrong item swapped | 'You sent me a [cheaper thing], not what I ordered.' | Customer swaps in an old or broken item from another brand, returns that, keeps the real product. |
| Partial order | 'The large item was missing.' | Genuine edge case ~5 % of the time; fraudulent ~95 % when the order is >€100. |
The "never arrived" variant accelerated in 2024 because Amazon A-to-Z claims favour the buyer and reversing an approved claim is hard. eBay's Managed Returns programme shifted liability back toward the seller in mid-2024, which made this worse. On your own store (Shopify, Woo, Shopware) the only thing stopping it is your process.
The Three Habits That Stop 80 % of Empty-Box Claims
Operational fraud-proofing for returns
Practical changes that do not require new software. Most warehouses can deploy all three in a week.
- Weigh every outbound parcelCalibrated warehouse scales (€200) record weight to the gram. Store it against the order. At checkout you now know the 'should-weigh' number within ±5 g.
- Weigh every inbound return at intakeSame scales, same order ID. If the return weight is more than 50 g below the outbound weight, flag immediately and open the parcel on camera.
- Unbox on camera at a single stationOne fixed webcam pointed at the bench, recording continuously during return hours. 4 TB drive, 30-day rolling retention. This single habit eliminates he-said-she-said entirely.
Weight alone catches fraudsters who substitute a lighter object; camera alone catches fraudsters who substitute a same-weight object (sand bags, rocks, old electronics). Run both and you eliminate the entire category except "professional" fraudsters — who typically test once, find out you weigh and film, and move on.
When the Photo Is the Fraud
A variation we see weekly: the customer does not wait for the return, they send a photo of an "empty" parcel on day 1 and ask for a refund before shipping anything back. The photo becomes the evidence.
Three quick forensic checks for this variant:
DateTimeOriginalvs. the tracking. If the photo timestamp precedes the "Delivered" scan, the photo was staged before the package arrived.SoftwareEXIF. A photo that went through Preview, Photoshop, or Figma on the way to you is re-saved. Real phone photos carry the phone's OS build number there.- Scene consistency. The box label and your label should match (serial number, barcode). If the visible barcode in the photo does not decode to the customer's order, you have a fabricated photo.
A Reply Template That Deflects Without Accusation
Written correspondence matters. Never write "Betrug" or "Fake" in a ticket — it will end up screenshotted on Trustpilot. The legal frame is "we have questions we need answered before we can refund."
Thank you for the report about order #12345. Before we can process a refund, we need two additional pieces of information so our warehouse team can investigate what happened during transit:
- A photo of the parcel with all six sides visible, including the shipping label and any seals.
- The original (uncropped, un-screenshotted) version of the photo you sent us. Mobile photo apps sometimes compress images in a way that makes damage and seals hard to see.
We apologise for the extra step. Once we have both, we will resolve this within one business day.
Roughly 60 % of fraudulent empty-box claims disappear at this point. Genuine customers supply the photos within a day; fraudsters stop responding.
Empty Box Fraud on Amazon and eBay
Marketplaces deserve a dedicated note because the platform rules override your process.
- Amazon A-to-Z. If the buyer opens a claim before you refund, Amazon usually refunds from your seller balance within 48 hours. Your only defence is uploading the warehouse weight log and the intake video to the seller-central case before the claim is decided. Amazon's reviewers do read uploaded evidence when it is a short, labelled clip rather than an unedited 20-minute recording.
- eBay. eBay Managed Returns defaults to full buyer protection. Appeal path: photo of the return at intake + weigh log. eBay reinstates roughly 20–30 % of appealed sellers' cases when the evidence is clean.
- Your own store. You have more control. A good hosted checkout (Shopify, Shopware) logs order weight, customer IP, and device — all admissible in a dispute with the buyer's payment provider (Mollie, Stripe).