Pumpkin syrup is more often sold for use in coffee drinks like the eternal autumn favorite pumpkin spice latte. Pumpkin itself has a pretty mild flavor; the syrup is usually flavored with the spices found in pumpkin pie, such as allspice, nutmeg, and cinnamon.