Blue flashing emergency lights could be seen in the car's rear window.
Police Scotland confirmed the fire happened about 22:15 on the motorway near junction 16 at Craighall.
They said it was caused by an electrical fault, and nobody was injured.
An internal electrical fire caused an unmarked police car to catch fire on the M8 in Glasgow.