There are varying opinions on what items to buy at Trader Joe's, with some outlets suggesting specific products to always purchase, while others recommend avoiding certain items. Some sources also compare Trader Joe's products to those available at other retailers, such as Walmart. The lists of recommended items differ across outlets, with some also discussing products at other stores like H-E-B and Costco.