Vanderbilt Beach is an unincorporated community in Collier County, Florida, United States. It is located north of the Pelican Bay census-designated place and west of Naples Park, along the Gulf of Mexico. Vanderbilt Beach is 9 miles north of the center of Naples. Vanderbilt Beach shares the ZIP code 34108 with Naples Park and North Naples.