Wasn't the hotel service fee only $5.95 about two years ago? And, correct me if I am wrong, but I seem to remember, a few years before that, when NO service fee was tacked on, and Priceline made their money from the difference between their cost and your higher bid.
The increased service fee really smarts for a one night, two to three star rental.