Brown sugar bourbon is a flavored bourbon that combines the traditional characteristics of bourbon whiskey with the sweet and caramelized flavors of brown sugar. The taste profile can vary slightly depending on the brand, but brown sugar bourbon offers a blend of sweetness, caramel, vanilla, and oak. This recipe uses traditional whiskey with the additional of brown sugar, but you can always sub in brown sugar bourbon.