This note is designed for use in an MBA marketing research course. It provides an overview of segmentation using K-means clustering. A simple algorithm for K-means clustering and the process of profiling clusters are provided. The note discusses the need for segmentation in marketing and emphasizes the role of managerial judgment in choosing a segmentation policy. Examples from the insurance industry are used in the note.