Amazon has finally added the ability to earn affiliates fees with Kindle books. From the press release
Amazon is excited to announce that effective May 1, 2010, you can earn advertising fees on Kindle books. With over 500,000 books, including 105 of 112 New York Times Best Sellers, Kindle books represent another great way to earn money advertising Amazon products. Advertising fees range from 4 to 8.5%.