yes you can but not your ugly affiliate URL.
Create a webpage related to your product and do everything one it like offpage, Onpage etc,
Submit your page manually on google webmaster tools after verifying your site.
Once your site is indexed and you getting traffic via search (not going to tell about SEO LOL) .
redirect permanently your site to your affiliate link
That is much easier than working on affiliate link![]()