If I like a certain brand, I go to their websites or watch Slickdeals for sales. My two favorites are Born (bornshoes.com) and Ecco (Ecco.com).
I have used Born site to buy, haven't tried Ecco.
Also sign up for site emails to get flash sale discounts.