Hey yea it is a good idea, But since this is a domain that has no ranking then how is this going to help you>

Maybe if you create some information pages and scatter these links through out then get some links from other site that rank pretty high. Then you might have a good start. Remember this is going to take a few months if not 6 to really see if it is working.