Batterson is a surname. Notable people with the surname include:
Dim Batterson (1881-1935), American college and professional football coach
Hermon Griswold Batterson (1827–1903), American Episcopal priest
James G. Batterson (1823–1901), American designer and builder, owner of New England Granite Works, founder of Travelers Insurance Company
Mark Batterson, American pastor and author