It happened last Friday at the Mobile Spot in the 1700-block of Indianapolis Boulevard.
The video shows the suspect pulling out a small black revolver from a bag. He then walks around the counter and takes the owner's wallet, cash and some cell phones.
The suspect reportedly fled as the passenger in a black van with tan trim.
Anyone with information is asked to call police.