Smart Segmentation

By now we know that we can't treat all of our customers the same. We understand the value of segmenting our market into relatively homogeneous groups based on things like Geography, Demographics, Psycho graphics, Purchase History, or Behavioral Responses.

We also have a wide array of tools, online and otherwise, that make the task of understanding your market much easier. The top companies are not only utilizing these tools and techniques, they are also creating an analysis-driven culture.

What are leading companies doing that the others can follow? In the fall of 2008 the Aberdeen Group published a great white-paper that outlined the characteristics of customer analytics efforts of top organizations.

The following framework is a good starting point for organizations that are beginning to lay out their road map.













At the end of the day, the linchpin of success for any analytic based solution is the quality of input data. To that end the top companies have a centralized database of customer information so that they can ensure a single view of the customer. That old and over-used adage, "garbage in- garbage out" rings very true.

With a quality infrastructure in place your organization can do fun and beneficial things like RFM and Propensity Analysis. That's where the real value and profit is.