Bay Point is an unincorporated community in Monroe County, Florida, United States, located in the lower Florida Keys in the Saddlebunch Keys near mile marker 15 on US 1 (the Overseas Highway).
Bay Point is flat with very few low hills. It is located at , at an elevation of .