Preheat the oven to 350 F. In a large bowl, combine cake mix, eggs, and vegetable oil until smooth.
Use a cookie scoop to place the cookie dough onto a large ungreased baking sheet at least 2-inches apart. Place one Oreo cookie onto each cookie dough. Cover with more cookie dough, covering the Oreo completely. Bake for 10-12 minutes.