Police believe a car drove into the business on Mareeba Way in Craigieburn about 4.55am.
Officers believe the offenders stole an unknown amount of perfume, before fleeing the scene in the vehicle.
The front of the store was significantly damaged.
Anyone who witnessed the incident has been urged to contact police.
