Just because you don't know about it doesn't mean that the police don't know about it. Maybe people from his past talked to the police, and that's why they kept on him as the only suspect. He was ALWAYS the ONLY suspect. The Police had to know things that we don't.
Tomorrow is a big document dump in this case. Tomorrow we should know why Westerfield was pinpointed so early on.