Cottonseed oil is a vegetable oil derived from the seeds of cotton plants scientifically known as Gossypium hirsutum. Cottonseed oil is one of the most widely used cooking oils in the United States and other parts of the world. It is a light yellow to golden colored liquid with a mild neutral flavor.