It happened at Vinson's Pub and Restaurant on East Main Street. A viewer sent photos into ABC11, showing a car partially through the exterior wall.
Authorities say the restaurant was closed at time of the crash, and the driver -- believed to have had a medical emergency -- was taken to a hospital.
The building has been deemed unsafe.
The incident is under investigation by the Clayton Police Department.