In my experience when we brought our small (10yr old) brand to Amazon prime it doubled our revenue in the first year. Albeit at a lower margin, but still higher that wholesale. The customer crossover is surprisingly minimal, so it is not stealing from our traditional online business. I know this through extensive promotions on our direct website that do not seem to sway demand on amazon.com for the same thing at a much higher price.