Image-generation tools can alter a product photograph to show cracks, stripes or missing pieces that were not present in the original item. For an online seller, the practical response is evidence-based review and a consistent return process.
The pattern we noticed
Suspicious damage requests began appearing two or three times a month. Some images contained repeated visual patterns that did not match the physical behavior of the material.
Possible image inconsistencies
Warning signs can include distorted background text, damage that does not fit the material, unusually smooth break edges and fragments that do not match the claimed break.
Automated detection is not proof
An image-analysis tool can highlight anomalies, but its answer should not be treated as conclusive. Order records, packing evidence, customer information and physical inspection remain important.
Our operational response
We do not approve or reject a claim only from suspicion. We request clear photographs, confirm the order details and offer a return when physical inspection is necessary.
Return before final resolution
For a qualifying claim, the customer can return the item for inspection under the applicable order terms. The outcome is based on the product received and the documented process.
Public communication
When a dispute becomes visible, a factual response should state what assistance and return solution were offered without publishing personal information or accusing the buyer.
Frequently asked questions
Can software prove that a photograph is edited?
Not reliably in every case. Automated analysis is one signal and should be combined with records and, when possible, inspection of the returned item.
Should every damage claim be treated as fraud?
No. Genuine transit and production problems occur and should be handled through the same documented review process.
