Using affiliate links as product pictures in woocommerce

I am trying to make a site that has the feel of thisiswhyimbroke.com..
(I should also probably note that I have absolutely no prior experience in building websites)

SO when I add a new product I would like to make it so that when the visitor clicks on the featured image it will direct them to the site (such as amazon) in which they will actually purchase the product… Is this possible?

Thanks in advance!