Where did everyone go?

Oh I think The Only Girl in Town sounds exciting. I want to know why July wasn't "taken" or "disappeared" with everyone else. Where did everyone go? How does she get them back? Who's sending the messages?
I also love the title and book cover. Very eye-catching.