Preheat the oven to 350F/180C and line a baking tray with parchment paper. Set aside. Add all ingredients to a large mixing bowl to make your cake mix cookie dough.
Using a cookie scoop, scoop the red velvet cookie mix into 1 inch balls on the prepared baking sheet. Place the unbaked cookie dough balls into the oven on the center wire rack.
Remove and allow these easy cake mix cookies to cool on a cooling rack. When cool, dust with powdered sugar if desired, or top with cream cheese frosting!