Since the recent change in the AP Exam, there is not just one single book that I suggest to help you prepare for the AP exam. Instead, I've provided a few links to books that have received credible reviews and endorsements. The links direct you to an amazon link where you most likely have the option to purchase a new book or a used book at reduced prices.
Click on any of the books below to be directed to the Amazon link described above.