Preheat the oven to 350 F. In a large bowl, whisk together 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.
Bake for 10-12 minutes. Remove from the oven, and place one heart shaped chocolate on each cookie.