The vehicle drove into the front of the The Co-op store on Winter Road in Southsea at about 14:20 BST.
The road had to be closed in both directions while Hampshire Fire and Rescue Service removed the car from the building.
A female passenger was also treated at the scene by paramedics. The road has since reopened.
A woman has been treated for shock after her car crashed into a supermarket in Hampshire.