Orange bitters is a form of bitters, a cocktail flavoring made from such ingredients as the peels of Seville oranges, cardamom, caraway seed, coriander, anise, and burnt sugar in an alcohol base. ... Because of this, some cocktail recipes which traditionally contained orange bitters may now exclude that ingredient.