10/23/2026
Why do some Amazon sellers seem to experience far more return fraud than others?
Most sellers assume it's just bad luck.
In reality, return fraud follows patterns. The sellers who identify those patterns early lose far less money than those who treat every case as an isolated incident.
What Amazon doesn't tell you β¬οΈ
Not all return fraud looks the same.
In our experience, it usually falls into three buckets:
π Customer abuse β empty-box returns, used product swaps, or damaged items returned as "defective."
π Process failures β warehouse receiving mistakes or products incorrectly classified during returns processing.
π Product vulnerability β certain categories simply attract higher fraud because the products are expensive, easy to substitute, or difficult to authenticate.
The mistake many brands make is fighting every reimbursement individually.
Instead, start asking operational questions β¬οΈ
Which SKUs generate the highest fraud rates?
Are certain fulfillment centers associated with more disputes?
Does fraud spike during particular promotional periods?
Do certain products need serialized labels or tamper-evident packaging?
The goal isn't winning every case with Amazon.
The goal is reducing the number of opportunities for fraud to occur in the first place.
That's a far more scalable strategy.
One thing you could check tomorrow morning β¬οΈ
Export your highest-return SKUs.
Then identify which products generate the greatest number of reimbursement disputes or "wrong item returned" cases.
You'll often discover that a handful of ASINs account for most of the problem.
Those deserve entirely different packaging, inspection, and documentation procedures.
Bottom line β¬οΈ
Return fraud isn't just a customer service problem.
It's a product design, operations, and risk management problem.
The brands that consistently outperform treat fraud prevention as part of inventory managementβnot just reimbursement recovery.
These are exactly the operational patterns we enjoy helping brands identify at Seller Candy.