It happened just before 5:30 p.m. at the store on Dinuba Boulevard and Robin Avenue.
Police say the trio entered the store and forced a victim to the ground. They took cash, cell phones and other merchandise before leaving in an unknown vehicle.
No one was hurt. Investigators are still searching for the suspects.