It happened just before 2:30 p.m. on Linwood Street and Riggin Avenue.
Investigators say two men were fighting, when one of them pulled out a gun and opened fire.
The victim was taken to the hospital, but his condition has not been released.
Police do not have a description of the suspect. Anyone with information is asked to call the Visalia Police Department.