American whiskey tends to have spicier notes and vanilla sweetness, mainly due to the new loaded oak barrels used for bourbon aging. Various types of American whiskey include bourbon, rye, Tennessee whiskey, and straight corn whiskey, all of which offer a unique flavor profile.