I guess currently your shipping is based on shipping weight with standard amazon shipping rate. If this is the case, you can add your own shipping table in setting.
You will need to join some premium membership to do so, costs about $40 a month called proMerchant?
Another way is try to adjust shipping weight of the product. Not sure if it will work with someone else's listing.