Household basket data contain important information about the structur
e of brand preferences both within and across product categories. This
research exploits the information in long-run basket summary data to
segment consumers with respect to brand preferences. The approach prov
ides insights into the competitive structure of brands within each pro
duct category and identifies potential synergies across product catego
ries. The model is applied in art analysis of retailer and national br
and name preferences for four paper goods categories. We discuss impli
cations for joint promotion, product bundling and product assortment d
ecisions.