There appears to be a fundamental issue with the eay your search results link to your products.
Is this store based on Cubecart. I had a similar issue a while ago whith CC and I managed to fix it by changing the code on the search results page to build the full path to the product rather than the shorter URL without the category folders.
One way would be to ensure that products carry a canonical tag pointing to the actual page URL?
Checkout the guide below to Canonical Tags.
Though I would recommend fixing the issue at the root and modifying the way the search links to products.