"When you see scrubs, you trust a nurse. It's really unexpected," a shopper said.
The cashier gave up and the robbers got away. A camera in the parking lot shows the robbers driving away in a light-colored car.
Police said they want to catch the robbers before they can hit again.
"They're probably going to do it again or have done it before," a shopper said.