Dried fennel seeds are often used in cooking as an anise-flavored spice. ... Fennel's dried ripe seeds and oil are used to make medicine. Fennel is used by mouth for various digestive problems including heartburn, intestinal gas, bloating, loss of appetite, and colic in infants among othes.