A variety of products can rank well if they are well SEO'd.

If the products are related I'd put them together on one site. If they were ten totally unrelated products - for example, toe scratchers and garden gnomes, I'd be more inclined to create 10 sites. After all, you'll want to incorporate social media and develop content for your potential customers that is relevant or related to the products you are selling.