There was a time when I used to face this problem on regular basis as I had lots of clients all from the eCommerce sites.
This usually happens when your internal linking strategy is not satisfactory. The idea is to reconsider your internal linking strategy and fix the problems and you will see categories will started rank for their key phrases.
Hope this helps!