User experience for example. The Amazon online store looks like a large supermarket and it's full of (very) crappy products. A online store focusing on high-quality products with a nice presentation may have a small market.
Give me a shop that gives me a couple of hand-selected products for any given category and makes absolutely sure that I do not get counterfeit products. Couple that with great and personal service and I'm happy to pay a premium over Amazon.