Hugo is located in southeastern Oklahoma in Choctaw County (of which it is the county seat) on U.S. Highway 271.
At one time the town was the winter headquarters of 12 traveling circuses including the 5-ring Carson & Barnes and Kelly-Miller Bros., thereby earning its nickname of "Circus City USA." Showman's Rest/Mt Olivet Cemetery is dedicated to those who were involved in the circus life.