Sand Rock was named for the characteristics of local rocks. A post office was established in 1855 and closed in 1903. Sand Rock High School Wildcats won the Class 1A football championship in 1985 and the Class 2A State softball championship in 1998. Sand Rock was incorporated in 1988, making it the most recent town to incorporate in the county.