Where can cheap deals on holiday travel be located?

There is a multitude of websites that offer deals for holiday travel. Which would be most appropriate would depend on the location from which the booking is being made and the location of travel. Examples of such sites include Expedia, Transat, and Selloffvacations. The biggest factor in reducing travel costs would be traveling to a location during the off-peak season.