Pumpkin spice latte's popularity likely comes from our love for thanksgiving, where pumpkin pie is a beloved dessert. Starbucks' PSL—universal shorthand for the drink—is now the most popular seasonal beverage in the chain's history, with more than 600 million cups sold.