Preheat the oven to 350 F. In a large bowl, combine brownie mix, eggs, and vegetable oil until smooth. Place the powdered sugar into a shallow dish.
Use a cookie scoop to form the brownie batter into balls, roll each one into the powdered sugar. Place the cookies onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes.