If you’re looking for a great pair of spring heels (like a peep-toe style), go shoe shopping in March, and if you’re looking for fall heels (like suede pumps), go at the end of September. “This is when the first round of markdowns will take place for the season and the inventory is still at its highest,” says McDonald.