Repeat sales/emailing customers

Its a well known fact that if a customer has bought once they will buy again. Is there a way to email people who have bought from my ecommerce store? I want to be able to select a group of people who booked on a seminar or who bought a particular ebook and send them ongoing emails.
As people who buy from the store do not become subscribers within the blog I can't use the mass email plugin.