Aromatic bitters contain spices such as cinnamon, anise and allspice among their ingredients, which gives these bitters more perfumed fruitier and floral notes. Flavor characteristics range from mincemeat to fennel to carrot and banana; the aromatic bitters definitely round out and add some zestiness as well as some tang to cocktails.