Is this a perma links problem>

I’m setting up a book store using WooCommerce on my Worpress site.
The address is http://thejosephplan.org/book-store

But when I go to one of the pages within the bookstore, I am getting “page cannot be found” and the address of: http://http://thejosephplan.org/book-store/book-store

We have worked the perma links and the Responsive theme every way with no results. I am posting here out of desperation.

This is a ministry site and I’m a minister not a coding guy.

Does anyone have an idea of how to fix this?

Thank-you in advance.

Thomas Holm

http://wordpress.org/extend/plugins/woocommerce/