Know when sales start.
There a large number of stores are holding sales right now, online or otherwise. The trick is to hold off on buying things until the end of the season. Fall stuff comes in around August, so stores will be clearing stock to make room in July. Spring stuff arrives around February, so be on the lookout for sales right after the holidays.