When AI Image Generation Meets Automotive Fraud
The intersection of artificial intelligence and deceptive marketing has produced a cautionary tale for automotive enthusiasts. Vicrez, an online aftermarket parts retailer, has been caught stealing professional photographs from The Drive's review of the 2024 Dodge Charger Daytona Scat Pack and using AI image generation tools to fabricate marketing images for a widebody body kit product. The discovery highlights a growing problem in the aftermarket automotive industry, where AI tools are making it trivially easy to create convincing but entirely fictional product images.
The theft was discovered by Bradley Iger, the original photographer and author of The Drive's Charger review published in March 2024. Iger recognized his own photographs being used in Vicrez's product listings, albeit with significant AI-driven modifications. He confirmed that he had not licensed or shared those images with any third party, making the use a clear case of intellectual property theft compounded by AI manipulation.
The Evidence of Digital Fabrication
A close examination of the altered images reveals telltale signs of AI manipulation that, once noticed, are difficult to unsee. The background elements in the photographs provide the most damning evidence. Rock formations, plant roots, debris, and tire marks that appear in the original photographs are present in the Vicrez marketing images but with subtle, inconsistent alterations. These background details are identical enough to confirm the original source but different enough to reveal that an AI tool has reprocessed the images rather than a human photographer capturing a new vehicle at the same location.
The vehicle itself shows clear signs of AI generation artifacts. The car's positioning and angles do not match consistently between different views of what is supposed to be the same modified vehicle. In one particularly telling inconsistency, the car features a black spoiler in the front three-quarter shot that completely disappears in the rear three-quarter view. Physical body kits do not selectively appear and vanish between photographs of the same car.
Additional details on the vehicle appear distorted in ways that cannot be explained by a physical body kit installation. Panel gaps, body lines, and surface details exhibit the kind of inconsistencies that are characteristic of AI image generation tools struggling to maintain physical accuracy across different viewing angles. These tools excel at creating images that look plausible at first glance but fall apart under scrutiny because they lack understanding of actual three-dimensional geometry.






