While Italian sausage is usually made of pork, it is not the same thing as products labeled "pork sausage" in your local grocery store. Usually, these are breakfast sausages that have a sweeter flavor and a higher fat content than Italian sausage. By contrast, Italian sausage is spicy and tastes of fennel.