Jeanie is a diminutive form of the name Jean, which itself is derived from the Old French name Jehanne, a feminine form of Jehan (John). The name John originates from the Hebrew name Yochanan, meaning 'Yahweh is gracious'. Jeanie, as a given name, carries the same connotations of grace and favor.