You are Going To Freak Over These Olive Oil Boston Cream Doughnuts November 17, 2015 Jessie Moore Everyone who tried them loved them. And I'm pretty sure you will, too. The secret behind their deliciousness? Olive oil, in the dough, filling, glaze, and even used to fry the doughnuts! It makes a crazy delicious difference.Find the full recipe here.