Lake Clarke Shores is a town located in Palm Beach County, Florida. Lake Clarke Shores has a 2026 population of 3,629. Lake Clarke Shores is currently growing at a rate of 0.81% annually and its population has increased by 1.8% since the most recent census, which recorded a population of 3,565 in 2020.