Randolph is a town in Rich County, Utah, United States and as of the 2020 census, the town population was 467. It is the county seat of Rich County. Randolph had the highest percentage of people of any city in the country vote for George W. Bush in the 2004 election, at 95.6% Randolph's municipal classification was officially changed from a city to a town on January 1, 2009. The controversial WWASPS boarding school Old West Academy is located just outside Randolph.