The Orange County Fire Authority said the Toyota 4Runner crashed into the store located at 55 Via Pico Plaza at about 4:25 p.m.
Pictures of the scene show a Toyota inside the store after appearing to crash through a glass wall.
Officials said they're trying to determine if any injuries occurred during the crash.