Watercress is rich in vitamins and has a delicious, distinctive, peppery taste. It is an excellent source of vitamin A, C, and K, plus a good source of calcium and potassium. Watercress is rich in carotenoids and is considered to have antioxidant properties. The plant can grow a bit spindly and bushy, with new leaves growing off of branches in any direction.