First things first: what exactly is pumpkin spice? If you guessed the original sixth member of the Spice Girls, you’re incorrect but we like how you think. The classic flavor is actually a combination of pumpkin, cinnamon, nutmeg and cloves (a.k.a. the spices that go into a pumpkin pie). The best part is, you can ice it, make a latte—do whatever you want! It’s your coffee, pumpkin!