customer lifetime value: a management method back in the limelight in times of crisis and recession...
DESCRIPTION
Defining and managing customer segments based on financial values is not a new or innovative idea. It has been introduced to many mature industries as an effective tool to identify a more efficient allocation of limited company resources to customer segments with the greatest financial contribution. However, while many telecommunications operators in more mature markets have already developed and integrated complex methods of customer segment analytics in their daily operations, those in less mature markets are yet to close this gap.Taking the example of East and Southeast Europe, this Detecon Executive Briefing points out the reasons, challenges, benefits and implementation possibilities of the most renowned value based customer segment management method, customer lifetime value (CLV), for operators that are inevitably coming into a more mature life cycle stage.TRANSCRIPT
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Christian Barte Stefan Krämer [email protected] [email protected]
Customer Lifetime Value
A management method back in the limelight in times of crisis and recession
Defining and managing customer segments based on financial values is not a new or innovative idea. It has been introduced to many mature industries as an effective tool to identify a more efficient allocation of limited company resources to customer segments with the greatest financial contribution. However, while many telecommunications operators in more mature markets have already developed and integrated complex methods of customer segment analytics in their daily operations, those in less mature markets are yet to close this gap.
Taking the example of East and Southeast Europe, this Detecon Executive Briefing points out the reasons, challenges, benefits and implementation possibilities of the most renowned value based customer segment management method, customer lifetime value (CLV), for operators that are inevitably coming into a more mature life cycle stage.
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Detecon International GmbH 05/2009 2 www.detecon.com
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The telecommunications environment in East and Southeast Europe
The East and Southeast European telecommunications industry has changed. Gone are the days of excessive high growth, profits and cash flow of the early years. Today, the best word to describe it is “maturity”, or even “saturation”. Maturity means lower technical and regulatory barriers to market entry, greater competition and commoditization of existing products and services in a market that no longer grows. As a result, the availability of “innovative” products and services is no longer the single differentiation factor between operators in the minds of consumers. Instead the “emotional connection” to a specific brand is what is likely to keep consumers more attached to a specific operator.
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= Telecommunications sector EBITDA margin of one country and year
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Fig. 1: Telco sector EBITDA development of 32 European countries between 2003 and 2008 (Reuters)
What does it mean? First, it gives way for new business models and new technical solutions that often have little to do with the original business of a telecommunications operator (e.g. big retail chains acting as MVNOs). Second, these new business models are often leaders in picking up and delivering on the preferences of specific customer segments and therefore customers become more aware that there is a greater choice for their particular needs. Third, it leads to more inquisitive and critical customers and thus greater market segmentation based on more diverging customer preferences.
This is often new for Eastern and Southeastern European operators, who are traditionally used to operating in a market where there are two or three operators, at most, pursuing more or less similar strategies. In this type of market, the operator’s primary concern has been for a long time how to overcome the technical challenges of infrastructure implementation and maintenance.
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As a result, little attention has been paid to identifying and servicing the multifaceted preferences of the market’s user groups and to the value of specific customer segments.
However, with the advent of new technologies and the decrease of regulatory barriers to entry, new players from within and outside the telecommunications industry have taken the chance to enter this lucrative market by re-defining the historical segmentation of the market and by using their often superior marketing power (e.g. low cost MVNOs of major retailers) to draw customers away from incumbent players.
These significant changes in the Eastern and Southeastern European telecommunications market will undoubtedly bring new challenges to incumbent operators. Operators there will have to critically review their current operations and most importantly find ways of answering the question of “how to allocate company resources to optimize the financial benefits” if they would like to succeed. One possible method of doing so is through the so called “Customer Lifetime Value” or CLV method.
The Customer Lifetime Value Method
The customer lifetime value measures the profit (usually EBIT or EBITDA) generated by a specific customer segment across the entire life cycle. It is calculated by subtracting from the periodical profits the costs for the initial acquisition, retention and disconnection. For a European mobile operator's Youth segment the following lifetime value calculation serves as an example.
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Fig. 2: Example for the calculation of the customer lifetime value of the segment “Youth”
It includes all those customers that can be characterized by the following criteria: age 16, first-time mobile users, high-school students, low income, parental income > EUR 60,000. The average lifetime for a specific individual of this segment is 4 years. Assuming a 10% discount rate, the present CLV for this specific individual is EUR 2.30 (EUR 31 non-discounted).
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With 1.000.000 individuals in this segment, the average “Youth” segment lifetime value is EUR 2,300,000. The substantial difference in discounted versus non-discounted life-time value results from the different time value of money between, usually, high initial acquisition expenses and margins in later years.
Typical results of a CLV analysis
CLV analysis is mostly used to pro-actively drive the value of individual customers or segments and can lead to CLV related project Internal Rate of Returns (IRR) of up to 25.5% over the course of 2-3 years. A typical CLV analysis is shown below.
Customer B: mother of four, CLV of EUR 200: cross-sell
broadband services
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Customer A: business manager, CLV of EUR 800: defend against competition
Customer C: unprofitable and pays late: increase late fees or
encourage pre-paid service
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20% of customers constitute 50% of total portfolio value
5-7% of customers have negative CLVs
Fig. 3: Example results of a customer lifetime value analysis for existing wireless customers
Once operators know the CLV, a tactical decision matrix can be set up in order to define appropriate measures that will increase the value of each individual segment:
High CLV, high current profitability: Grow and retain, e.g. provide premium access to
customer care services High CLV, low current profitability: Grow, reduce costs and manage risks, e.g. set
incentives to move to bundled products Low CLV, high current profitability: Maintain relationships and transition to high CLV,
e.g. up- or cross-sell new services such as Internet or IPTV Low CLV, low current profitability: Manage costs and identify transition opportunities,
e.g. provide customer care through a web portal only
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Key implementation challenge
The key challenge for CLV projects is to get relevant input information. Often, the sales department is in the hands of third party shops that are contractually not obliged to provide any detailed customer relevant information to operators. Due to this unfavorable lock-in situation with third party shops, many operators feel that they do not have enough “real life” information to determine the CLV. However, the example of Western European operators shows that the inclusion of a specific clause in the contract between an operator and a third part shop to that effect can resolve this issue.
Recommendation: Practical approach to implementation
The implementation of a CLV project should consider the following aspects:
Determine a senior champion in the organization to own the responsibility for the
implementation of the CLV project. Set up a specifically dedicated CLV work team including representatives from
Marketing, Finance and IT to figure out the details of the CLV implementation project. Define a governance model to encourage and streamline both the internal and external
customer interface points and keep track of the behavior of segments. Define the appropriate method of calculation of customer life-time value to be
performed by a service costing system. To understand the origins of profit and loss, both historical and forward-looking customer life-time values will have to be addressed.
Implement a regular reporting pack for sales and marketing to keep track of profit and loss changes of individual customer segments.
Identify lifetime value of segments, define improvement actions for loss-making segments and re-define the way resources are allocated to these segments in order to improve resource productivity performance.
Introduce a constant segment value improvement cycle and focus managers’ attention on segment values by giving them segment value specific performance targets.
Conclusion
As the example of East and Southeast European operators shows, operators in maturing markets will have to adapt to the changing market conditions. Only those operators that can find a way of operating more efficiently and quickly will be able to maximize their chances of long-term prosperity. Although the CLV method is not the only way of achieving it, it is one of the long-term constant benefit deriving methods, and as the current financial crises highlights, long-term value is better than chasing short-term gains.