Good idea, but do you know how many books are out there?
There are already lots of websites with reviews...think it will be a mission to get access to their reviews, because you will 'steal' visitors to their websites:
http://www.nybooks.com/
http://sydneyreviewofbooks.com/
Easy way would be to just google the name of the book + review?