Customers have identified their favorite products at Trader Joe's, including snacks, drinks, and dinner items. These popular items have been highlighted by various outlets, with some focusing on specific categories such as frozen foods or host gifts. The exact products and categories vary across reports, but they all reflect customer preferences for certain Trader Joe's items.