It happened at a Costco in Seattle last week and it was caught on video.
Officers responded to reports of shoplifting in progress. They arrested a woman who was sitting in a car pulled up to the store's emergency fire doors.
Police say it was the getaway car.
Officers were waiting when a man and a woman loaded down with stolen property kicked the doors open. The suspects tried to make a run for it but police nabbed them.
Investigators say they had been spotted shoplifting from the store before.