Preheat the oven to 350 F. In a large bowl, combine cake mix, eggs, and vegetable oil until smooth. In a shallow dish, place powdered sugar.
Use a cookie scoop to roll the cookie dough into balls, roll into the powdered sugar. Place cookies onto a large ungreased baking sheet and bake for 10-12 minutes.