You just have to take the time to go through the offerings. The girl on the train is much too new to be on Netflix. You won't see it for at least a year. Look at a particular genre that you like, such as tv shows. Don't bother with anything less than three stars. Start adding to your list. If you see something you have already seen, give it a rating. Both actions will help the system make recommendations to you. Enjoy. I have had Netflix for years and love it.