The retailers keep the difference between what you set as the wholesale price (list price combined with wholesale discount) and the amount that they sell the book for. Blurb’s share is built into the cost of the book. Retailers make their money by selling the book for more than the wholesale price.
You can also read more about the wholesale discount here.