3 Signs Your Olive Oil Is Spoiled If you cook with or consume olive oil, it is very important that you read this carefully. There is a common risk that American's are taking every time they cook with, or consume olive oil. The truth is, most American's have no idea where their olive oil comes from or the quality of their oil, so they have no clue what they are eating.