Chester Gap, VirginiaChester Gap is a census-designated place in Rappahannock and Warren Counties, Virginia, United States. The population as of the 2010 Census was 839. The CDP is named for Chester Gap, the wind gap within which it is located.DemographicsChester Gap was first listed as a census designated place in the 2010 U.S. census.