I've always counted on DSW Shoes when I need a shoe fix. They have a vast selection, and you can always find a pair or two to take home, especially from the sale rack. I once found a pair of super cute leopard flats for under $40: yes, please!
I heard that DSW is planning to start selling their shoes online next year. More affordable shoe options online? Yes, please!