Kevin Hillstrom: MineThatData

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

May 07, 2007

Do You Use Algebra In Your Everyday Life? How About Multichannel Forensics?

You probably recall your teacher telling you that you'd use algebra in your everyday life. That seemed like a stretch, especially when trying to solve the equation 4x - 3 = 13.

Kids and adults may feel the same way when taught Multichannel Forensics. Yet, there are all of these interesting things happening in our everyday lives that are well explained by this framework.

Circuit City: You're responsible for selling compact disks. Not many people buy these things anymore. Are customers transferring sales to other departments in your store? Do they still purchase other products in your store? When is the transfer so great that sales per square foot drop below acceptable levels? The same theory can be applied to non-HD 27" tube-based televisions.

Toyota: Are Corolla customers in equilibrium with Hybrid cars? And if so, is the rate increasing to the point where customers will transfer out of one category, into Hybrids? Is there a price point ($5.00 gas) that accelerates transfer?

Safeway: When a customer purchases organic merchandise, how does behavior change? Does that customer exist in equilibrium with traditional brands, or does the customer isolate herself in organic foods? And if the customer isolates herself in organic foods, what does that mean for the products she used to purchase, especially if more customers transfer out of traditional brands?

Comcast: Within the course of ten years, many Americans chose to trust Comcast with HD, Digital and Basic Cable, a DVR, their Telephone Service, and Broadband Internet. Can Comcast forecast a five year sales trajectory by product line, and are there enough new customers available to sustain long-term growth?

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December 19, 2006

When Businesses Die

I always find it fascinating to watch what happens to businesses that are on the decline.

Viewed differently, there are four ways that customers interact with products, brands or channels.
  • Isolation Mode. Customers stay loyal to this business mode, not opting for other products, brands or channels.
  • Equilibrium Mode. Here, customers are likely to try out other products, brands or channels. Usually, customers purchasing from one product area (MP3 players) are likely to purchase from another product area (computer accessories), and vice versa.
  • Transfer Mode. This occurs when customers are actively switching out of one product, brand or channel (dial-up internet access), migrating to another product, brand or channel (broadband internet access).
  • Oscillation Mode. While rare, customers can switch back and forth between products, brands or channels, on an alternating basis. For instance, a customer purchases a new car, and deals with the sales department. Then, the customer switches to the service department. Eventually, the customer switches back to the sales department, for a new car. The customer is 'oscillating' between channels.

Life is very interesting when businesses are stuck in or slip into 'transfer mode'. How businesses respond to this situation largely determines their success or failure.

For instance, AOL customers transfer out of dial-up internet access, but did not transfer their allegiance to AOL's broadband product. AOL management evaluates the situation, and decides to figure out new ways to monetize their business via the loyal audience they possess.

Other business models attempt different ways to combat transfer. Network television represents an interesting take on this situation. As television customers migrate out of network television to cable, and then from cable to the internet, network television counters the loss of customers by increasing how much they charge advertisers.

Some businesses aggressively recruit new customers, to make up for the customers lost via transfer. As long as new customers can be recruited in a cost-effective manner, and at a rate that is greater than the rate which customers are transferring out, the business can be successful.

Other businesses pass the cost of a failing business on to the remaining set of loyal customers, further accelerating transfer to other businesses. Airlines charge $7 for a small sandwich, or professional basketball teams charge $100 a seat to sit in the lower bowl to help recoup out-of-control salaries. When implementing these strategies, the business must be mindful that there is a ceiling, and once the pricing strategy breaks through the ceiling, the remaining loyal customers will not come back.

At the end of the day, there are a small number of things products, brands or channels stuck in 'transfer mode' can do.

  • Create new products and services that customers prefer.
  • Acquire more customers than are transferring out of the business.
  • Change the business model and associated revenue generation strategy.
  • Require existing customers to increase their spend in order to offset customer transfer.
  • Reduce expenses by reducing quality, outsourcing capital, or reducing capital expenditures.
  • Sell the business.
  • Close the business down.

What are your thoughts on this? Are there businesses you enjoy following as they deal with the transfer of customers to other products, brands or channels? Are there examples of what businesses can do that I failed to include in my list? What are your thoughts?

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