Butter Cookies These Vanilla Bean Butter Cookies are in our Chef Shamy list of no-fail recipes. They're easy, delicious, and everyone loves them! Butter Cookies fall somewhere in between shortbread and sugar cookies. They still have a high percentage of fat (butter) like shortbread, but there's additional ingredients like eggs, similar to a sugar cookies.