I think you can do all that with CafePress. I didn't really get all that far into researching it, but it seemed pretty good from what I saw. Not any kind of magic pill, since it would still require all the usual marketing typicaly for any online business.

CafePress did seem to offer a good way to distribute a certain group of products.