Kayak already partners with Expedia, Travelocity, Getaroom and others, driving bookings for these affiliates, but Priceline arguably has the deepest hotel supply line to offer Kayak, so it makes sense, especially as it seems that the company has been looking to make a strategic shift to hotels.