It happened at around 4:17 p.m. on East 14th Street in San Leandro, where the vehicle went out of control.
Witnesses say a woman had been shopping at the store before she accidentally drove into the store instead of driving away.
Six people were transported to a hospital for minor to moderate injuries.
All of those injured are expected to survive.