Trader Joe's really knows how to lean into the seasons. Other times Trader Joe's will discontinue something for a variety of reasons. Fall is one of the company's most popular times of the year, and they go hard on the autumnal flavors. Many of Trader Joe's most popular fall offerings involve pumpkin spice. With that in mind, here are some of our favorite brand new and returning seasonal offerings you can find in 2025.