Meaning and information about Angelica, What does Angelica mean? Angelica means Angel; Like an angel. From angelicus meaning angelic. Famous bearer: Italian poet Ariosto's Orlando Furioso' deals with the love of Charlemagne's paladin Orlando for Angelica. Find similar names like Angelica.