There’s something wrong with the product links generated on category templates. I followed the music book link from the left menu, which still has the /store/ in the link, but all the products listed lack /store/ in their links. I see what you mean though, following the same music book link from the store page results in product links that include /store/.
How are product links generated on category templates? The links in the page source are relative, as in <a href="/Music-Manuscript-Book-p43143381">
. Relative links in WP are bad news for exactly this reason. All links should be absolute, including domain and path. Full paths should be output when the_permalink() is used, for example <a href="<?php the_permalink(); ?>">
, which should result in a link like httр://musicmattersblog.com/store/Music-Manuscript-Book-p43143381