Not pumpkin seed flavored, “pumpkin spice” are spices used in American pumpkin pies, namely cinnamon, cloves, and nutmeg. There is no pumpkin in pumpkin spice.

This is from someone who likes pumpkin spice and was also confused about it for a long time.