Beverly Hills, FL. Sponsored Topics. Beverly Hills is an unincorporated city in Citrus County, Florida, United States. The population was 8,317 at the 2000 census. Beverly Hills holds the highest crime rate in Citrus County. Beverly Hills is located at 28°55′03″N 82°27′22″W / 28.917466°N 82.456167°W / 28.917466; -82.456167.