White Oak is an unincorporated community and census-designated place (CDP) in Craig County, Oklahoma, United States, along State Highway 66, approximately one mile (1.6 km) west of that road's eastern terminus with U.S. Route 60. As of the 2020 census, White Oak had a population of 208. White Oak is the location of the Shawnee Tribe's annual Spring and Fall Bread Dances and Green Corn ceremonies.