I think it would be best to do a template override in Woocommerce.
If by single you mean a page when viewing only one product then look at the single-product.php template.
The directory it needs to located is: /public_html/wp-content/themes/your-theme/woocommerce/single-product.php.
You can download the template overrides from woothemes.