A heavy police presence was seen at the restaurant as officers responded to the scene.
Chopper 11 was over the Wingstop, where multiple bullet holes could be seen in the restaurant's windows.
According to Raleigh police, the shooting involved gunfire fired into the restaurant. Officers said people were inside the Wingstop at the time of the shooting, but no injuries have been reported.
Police said businesses in the area were evacuated while officers investigated.
Authorities have not released details about a suspect or what may have led up to the shooting.
The investigation is ongoing.