Customer Lifetime Value is the net present value of a customer after deducting the expenses from the revenues earned for the said customer.
Some of the questions which CLV answers:
- Do the new customers have the same target profile as the very valuable customers?
- Do the customers have a high probability for cross-selling?
- Do the customers have a high potential?
- Do the new customers have a low potential?
Calculation of CLV:
Present Value = \[E^k_{0} - A^k_{0}\] Future Value = \[\frac{(E^k_{1} - A^k_{1})}{(1 + i_1)^1} + \frac{(E^k_{2} - A^k_{2})}{(1+i_2)^2} + ... + \frac{(E^k_{T} - A^k_{T})}{(1+i_T)^T}\]
CLV = Present Value + Future Value
Et = Revenue from a customer k
At = Expenses for a customer k
t = Time period (t=0,1,2…)
(t=0) = Today
T = Predicted duration of a customers relationship i = Interest rate (if any)
Background on how to calculate CLV with respect to the Insurance Industry
Present value of an insurance customer:
PV = Premiums - Cost of Claims - Activity based costs (if any)
Future value of an insurance customer:
\[FV = \frac{R - Cancel + CS - Claim - (ABC)}{(1 + i)}\]
FV = Future Value
R = Revenues
Cancel = A customers cancellation value
CS = A customers cross selling value
Claim = A customers claim value
ABC = Activity Based Costs (if any)
i = Interest rate (if any)
Determination of the different components for future value of a customer
Key Takeaways:
- The propensity models mentioned can be easily developed with little to no complexity given that the data quality is reasonably good.
- Once the final clv of a customer is determined, there would be a need to segment them into different classes based on profitability and potential.
Whats next : Suggested CLV based actions!
Customer Lifetime Value Management:
- Identify the determinants of the CLV concerning a specific company
- Calculate the Present Value and determine the potentials
- Segmentation of the customers concerning the two dimensions: the customer’s Present Value and it’s Future Value
- Determinate the perfect marketing-, sales- and servicesupport for each customer according to it’s particular CLV
- Determinate the target profile of the special valuable customers and use it for the acquisition of new customers
Note : Special thanks to a research paper by Monika Seyerle