Where is Bloodline Filmed? Bloodline, Netflix latest foray into original programming, transports viewers to tranquil Islandia in the Florida Keys. An idyllic hotel set atop a perfect beach in the American Caribbean is the backdrop for this new, 13-episode thriller.