The suspects left dozens of brand new cars sitting on wooden blocks.
Lug nuts were left scattered on the ground around the tireless vehicles.
Police said two men were caught on a security camera at Matt Bowers Chevrolet in Slidell, Louisiana.
They loaded the stolen goods onto a U-Haul truck and drove away.
The dealership is offering a $25,000 reward for information leading to an arrest.