Oleo is another term for margarine or oleomargarine, which is a plant-based spread made from refined oils and water, developed to taste like butter
. It is commonly used in old recipes, and some people still refer to it as oleo when talking about a recipe. However, butter can be used as a substitute for oleo or margarine in almost all recipes