The episode — known in Hollywood as a backdoor pilot — has been filming in Vancouver. That's where "Supernatural" films. But it will shoot exterior scenes in Chicago Tuesday through Thursday, according to "Bloodlines" writer and executive producer Andrew Dabb. It has yet to be decided if "Bloodlines" would split time between the two cities (similar to what Showtime's "Shameless" does) should it get picked up.