One Random Book - Why not let us choose your next read?
Goodreads - See what your friends are reading.
Knowall - Book Recommendations from Friends
LibraryThing - A home for your books.
Rocket Reads - A simpler alternative to Goodreads
BookAuthority - BookAuthority collects the most recommended books on business, technology and science - as featured on CNN, Inc and Forbes