More than half of all merchants in Loop, a post purchase operations platform for Shopify brands, fall into the apparel category.
Loop found that nearly 40 per cent of shoppers have, or know someone who has, engaged in returns fraud or abuse within the past year.
Swimwear is the most return-prone of all categories.
Intimate wear brands face challenges similar to swimwear merchants during returns.