Meaning and information about Gussie, What does Gussie mean? Gussie means Diminutive of Augusta: Majestic, grand. The feminine form of Augustus; meaning majestic dignity or venerable, originally given to female relatives of Roman emperors. Famous bearer: British King George III's mother was named Augusta. Find similar names like Gussie.