In a systematic check across 34 US product categories, two standard me
asures of brand-loyalty are found to be closely predictable from the D
irichlet model of buyer behaviour in most cases. This means that marke
t share is generally the dominant factor, but that there are also cert
ain submarkets and isolated deviations. The general role of replicatio
n studies is also briefly considered.