Kevin Hillstrom: MineThatData

Exploring How Customers Interact With Advertising, Products, Brands, and Channels, using Multichannel Forensics.

November 04, 2009

Different Customers, Different Behaviors

Online Marketing Simulations (buy the book on Amazon.com) routinely show us that different customers exhibit different behaviors.

Go to the sample spreadsheet (
e-mail me for a copy), and do the following:
  • Enter 0.00 in C6 - G6.
  • Zero-out cells B149 - B340.

Here, we're running a simulation, evaluating only how customers with a Grade = A (the very best customers) perform over time. Play close attention to cells J5 - N7, these cells represent the sales trajectory of best customers across three advertising channels.

Don't save these results. Close the spreadsheet, then open it again, and do the following.

  • Enter 0.00 in C6 - G6.
  • Zero-out cells B101 - B292

Here, we're running a simulation, evaluating only how customers with a Grade = F (the most marginal customers in your database) perform over time. Look at cells J5 - N7. What do you observe? Well, Channel 2 gets disproportionately more sales, while Channel 3 gets disproportionately less sales.

This happens in your business too, folks. You will see that your best customers have purchase preferences that are different than are the preferences of marginal customers.

Use this information to your advantage. Know which marketing channels appeal to best customers, and to marginal customers!

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