Luxury Bedding Brand Boll & Branch Identifies New Wave of Generative AI Return Fraud

Boll & Branch CEO Scott Tannen warns retailers after catching scammers using generative AI to create fake photos of "damaged" luxury bedding.

By: AXL Media

Published: Mar 13, 2026, 12:26 PM EDT

Source: Information for this report was sourced from Chief Marketer

Generative AI Emerges as New Tool for Retail Scammers

The rise of accessible artificial intelligence has introduced a novel threat to the retail sector: synthetic return fraud. Boll & Branch, a luxury bedding retailer with over $300 million in annual revenue, recently reported being targeted by individuals using generative AI to create fake evidence of product defects. In February, the company’s customer experience team flagged two separate claims involving "damaged" sheets where the provided photographic proof was discovered to be entirely computer-generated. One of the images even contained a visible AI watermark, serving as a definitive red flag for investigators.

Human Expertise Outpaces Automation in Fraud Detection

Despite the increasing sophistication of AI tools, Boll & Branch CEO Scott Tannen credits his in-house customer experience (CX) team’s intimate product knowledge for stopping the fraud. Because the company does not outsource its CX operations, the small team of seven experts quickly recognized that the "rips" in the generated images did not align with the physical properties of their organic cotton. Furthermore, the scammers claimed the damage occurred during unboxing, a scenario the team knew was impossible due to the double-barrier cardboard shielding used in the brand’s specific packaging design.

The Strategy of Trust: Data over Policy

Rather than implementing restrictive new policies that might inconvenience legitimate customers, Tannen advocates for a data-driven approach to fraud prevention. The company plans to rely more heavily on customer history and established relationships. Long-term customers with multiple successful purchases will continue to receive high-trust service, while "Spidey senses" will be triggered by first-time claimants who lack an order history or are unwilling to provide verifying details. This strategy aims to protect the 99.9% of honest shoppers while narrowing the window for exploiters.