What is genipap? genipap is genipapWhat is genipap? A tropical American evergreen tree (Genipa americana) having yellowish-white flowers and edible fruits used in preserves or drinks. The fruits yield dark blue dye that is used extensively as a body paint by Indians of tropical America.The reddish-brown fruit of this plant.