WHAT IT IS
Common approaches include demographic (age, income, geography), behavioral (usage, purchase history, engagement), attitudinal (needs, values, beliefs), occasion-based (jobs-to-be-done), and value-based (CLV tiers). The most durable segmentations combine attitude and behavior, because behavior tells you what people do and attitude tells you why — so messaging and product decisions both land.
HOW IT WORKS
Quantitative segmentation uses survey batteries plus behavioral data, fed through cluster techniques (k-means, latent class, TwoStep) and validated against business outcomes. Segments are then sized, described with personas, and scored against ease-of-reach so media and CX teams can activate them.
WHEN TO USE
Use segmentation when one-size-fits-all messaging underperforms, when investment has to be prioritized across audiences, or when a launch needs a defensible target-first argument.