The incident was reported around 3:30 a.m. near Arlington and Indiana avenues, according to Riverside Police Department.
Police say a customer found the clerk.
They believe the suspect was trying to rob the store.
Police say the shooting may be connected to two other crimes in Moreno Valley and Perris.
A description of the suspect has not been released.