The key to great-tasting chicken noodle soup is a delicious chicken broth, which is made best with a whole chicken from scratch. However, a few things can be done to doctor up a bland chicken noodle soup such as butter sauteing the carrots and celery with fresh herbs (prior to adding to the soup), and using a chicken bouillon cube.