Randolph is located at (42.173417, −71.049124) [REF].
According to the United States Census Bureau, the town has a total area of 10.5 square miles (27.2 km2), of which 10.1 square miles (26.1 km2) is land and 0.4 square mile (1.1 km2) (4.10%) is water.