I use Priceline frequently for hotels, but have never used it for flights. I've been universally pleased with my bids, but that's because I do a lot of research on betterbidding.com and understand how to use free rebid zones to get a price and location I want. As cordelli mentioned, you can narrow down the possible list of hotels quite a bit if you do some research ahead of time.