Pickled sausages are made by soaking smoked or steamed sausages in a brine solution for a few days in order to pickle them. Beef sausages are pickled commonly. A typical sausage pickling solution would include vinegar, salt and sugar mixed in water. Pickled sausages are eaten as an accompaniment or added to dishes as an ingredient.