Yes. No amount of demographic targeting will do you any good if there was no shopping intent. At least for apparel & other goods that don't offer immediate gratification.
Also out of curiousity, did your 200k come from facebook ads or from your facebook community (fanpage)? I would think that in the apparel business future engagement would be relevant, ie seasonal lines, sales, etc.
