In either case, as with all of the above, the ability of the segmentation or clustering in embodiments of the present invention to be based on actual purchase behavior or actual purchase transactions provides a significant advantage in improving the results of marketing and research efforts, leading to increased efficiency in marketing, sales, and other business functions.