Clean Label Project used 2016 Nielsen data to select the top-selling pet food products in the US that make up 90% of the overall dry and wet dog food, cat food, and treats revenue. Additionally, we included some pet food specialty retailer’s favorite brands. Our team purchased products from store shelves and online—just like customers would.