using vegetable oil can help prevent a dry cake, and you might find it as an ingredient in many recipes and boxed cake mixes. canola oil is one of the most common cooking oils because it's easy to use and widely available. most vegetable oils will work just fine in cake, but some alter the flavor of baked goods.