Westlake is a city and the 39th municipality in Palm Beach County, Florida, United States. The population was 906 at the 2020 census. It is one of the newest municipalities in the South Florida area.The Incorporated City of Westlake is located west of Royal Palm Beach and north of Loxahatchee Groves. Read More