in general, we don't recommend using olive oil in baking recipes that call for vegetable oil. olive oil is perfect for strongly flavored desserts like olive oil cake, but vegetable oil's neutral flavor makes it ideal for providing baked goods with the fat they need without affecting the recipe's flavor.