Baileys has a complex chocolate aroma with hints of exotic vanilla and the soft aroma of Irish Whiskey. Taste The whiskey in Baileys complements the richness of the fresh dairy cream, cocoa and heavenly vanilla that results in a luxurious, velvety smooth taste sensation.