Meaning and information about Essie, What does Essie mean? Essie means Diminutive of Esther: Star. Refers to the planet venus. Also myrtle leaf. Also a variant of Ishtar, the Babylonian goddess of love. Famous bearer: Old Testament Ester, who became a 5th century Queen of Persia. Find similar names like Essie.