Peanut oil is the oil from the seed (peanut) of the peanut plant (Arachis hypogaea). Peanut oil is used in cooking and is also used to make medicine. Peanut oil is high in monounsaturated "good" fat and low in saturated "bad" fat. This is believed to help prevent heart disease and lower cholesterol.