How to download audiobooks onto iPod nano?

I bought 2 books from the iTunes store, and when I go to sync my ipod up it says there aren't any books in the my library, but when I go to the side bar on the left hand screen under the tab books, they're right there. How do I get those 2 books onto my iPod?