I see the links are astore.amazon.com/productname Is it possible to redirect astore to say something else such as shop.yourdomainname.com/specificitem would make it more integrated looking.
You can add astore into your site using their scripts. But you can't embed completely into your site. They are providing iframe to include in our site.