Scout out deals for holiday travel. September is typically early enough to get a good price as well as a good seat (see How to Score Deals on Holiday Travel).
Keep in mind that Tuesday and Wednesday are usually the cheapest days to fly. (An exception to the rule: the Wednesday before Thanksgiving, the busiest travel day of the year.) Sunday is generally the most costly.