Pirtle is a surname. Notable people with the surname include:

Brittany Anne Pirtle, actress Cliff Pirtle (born 1985/86), American politician Gerry Pirtle (born 1947), American baseball player Jillian Patricia Pirtle (born 1983), American soprano and historian Michael W. Pirtle (born 1953), judge Woody Pirtle, American artist