It occupies most of survey Town 3, Range 12 in the Connecticut Western Reserve and is about 23 square miles (60 km²) in area.
Bath Township contains part of the Cuyahoga Valley National Park, whose main attraction within the township is the Hale Farm & Village, a historical community set in the 1800s.