In addition to integrating Convert with your site, Shopify needs to be properly configured to assure that Convert's rankings are visible to customers. Below are instructions for making sure that you're getting the full advantage of Convert.
Displaying Convert Rankings in Shopify
To apply Convert's rankings to a collection in Shopify, Convert uses the Manual sort option found on the Products section of a Collections page.
Shopify's Manual sort populates the "Featured" option on the front end of your site.
Note: It is possible to change the label of the "Featured" sort option via theme configuration files, and this option may appear under a different label for your site.
To set Convert's rankings as the default sort order customers will see, make sure to set each collection's Sort option to "Manually".