This article demonstrates a multidimensional scaling approach to measuring and representing travelers' perceptions of nine tourist-attracting regions in and outside the United States—Florida, California, Mexico, Hawaii, Jamaica, Puerto Rico, the Bahamas, the Virgin Islands, and Barbados.