Someone just has to follow the Amazon model and sell to an under-serviced niche market before expanding into different product categories.

There are plenty of product categories that are poorly served by modern Amazon[1]. A small competitor specializing in one of these could eventually supplant them.

[1] Books, ironically, being one of them. Amazon has gotten lazy with book shipping - often using simple envelopes - and they now arrive damaged more often than not.