No weapon was shown, but the suspect did get away with an undisclosed amount of cash.
He was last seen fleeing the area on foot.
Only one other customer was inside the restaurant at the time, in addition to employees.
Police are working to get a description of the robber. Anyone with information is asked to call (919) 557-9111.