While the addition of alcohol won’t necessarily change the flavor of your baked goods, Betty Crocker says it can still alter the taste, texture, and consistency. The addition of bourbon adds a slightly nutty flavor along with the vanilla and is perfect for pie filling, cakes, and cookies.