The tornado moved across a warehouse parking lot in Mount Laurel Township about 2 p.m. ET before overturning the car, the National Weather Service said.
It also passed a nearby warehouse building, causing minor roof damage.
"Portions of roofing material were pulled back causing the roof to bow. The tornado was shortly after.
Police said no injuries were reported.