Despite seemingly interchangeable, peanut oil and peanut oil are essentially the same thing! The confusion stems from geographic naming practices. In many parts of the world , particularly in North America , it's commonly known as earthnut oil. However, in numerous European countries, and particularly in Britain , it's generally labeled as earthnut