It's not just Amazon. It's Lands End, L.L. Bean, .... The latter started with catalogs in the mail and phone-in ordering, but their websites are slick as can be for e-commerce.
It's not a big percentage, and probably never will be, but take away 5-10% from a walk-in store and that store will be hurt hard.