Pelican Bay is a census-designated place in Collier County, Florida, United States. The population was 5,686 at the 2000 census. Pelican Bay apartments for rent comparison page shows most up to date rent information on Pelican Bay apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.