Dandelions are easy to overlook until they show up in the soup pot. Those sunny flowers and jagged green leaves are more than a lawn nuisance. Treated well, dandelion can bring a pleasantly bitter, earthy flavor to soup, much like chicory, escarole, or mustard greens.