This book didn't really feel like a horror genre to me. I mean, sure it had zombies and characters being killed off... but it felt more to me like an adventure story. And there's nothing wrong with that.
I like the questions this book raises about identifying love and its importance both in society and for ourselves as individuals. It gets you thinking and leaves you with a cliffhanger... gotta read the next one now ;)