Fennel is a plant with aromatic leaves, stalk, and bulb whose flavor is similar to anise or tarragon. ... The seeds of the fennel plant can be used as a spice, either ground or whole. Fennel seeds are featured in Indian, Asian and Middle Eastern cooking, and they are a frequent ingredient used in making sausages.