Watch Beauty Queen Olivia for Free: How to Stream the Movie Online at 123Movies. . A family from the wrong side of the tracks moves to Rome. 16-year-old Olivia has a hard time making friends in her new school but eventually teams up with Lilli, a great fan of the film "Grease" and its star Olivia Newton-John.