Police said the owner was pistol-whipped by one of the men. When a worker came to help, the suspects took off before getting anything.
The owner was taken to the hospital, and is expected to survive his injuries.
Anyone with information on the attempted robbery is urged to call the LAPD at (877) LAPD-24-7.