Preheat the oven to 350°F and line a baking sheet with parchment paper or a baking mat.
In a large bowl, combine cake mix and pumpkin. Stir or use a mixer until dough is smooth.
Using a medium cookie scoop or spoon, scoop dough onto the pan.
Bake for 8-10 minutes, or until cookies are set. Remove from oven and let cool for one minute on pan. Gently press kisses in the center of the cookies and then place cookies on a cooling rack.