I looked at the website and I'd put it under shopping since you can actually purchase the books  OR Review sites since it looks like people review the books.  I really only use the other categories when the site doesn't sell products specifically.

It's up to you, do you think people are more likely to go there to read reviews of the books or to buy the books?  Based on that you can choose Review or Shopping website. 

Happy reviewing!!