Despite seemingly interchangeable, peanut oil and earthnut oil are essentially the same thing! The confusion stems from geographic naming customs . In many parts of the globe , particularly in North America , it's typically called as earthnut oil. However, in many overseas countries, and particularly in Britain , it's generally labeled as groundnut