Analysis
Firstly, the collected data must be audited to fully understand the quality and opportunity within the database. Once this is done, there are a number of different types of analysis that can be applied.
Impact Assessment will help a business to understand how actions taken by the business affected their customer behavior, and also allow for some predictions of customer reaction to proposed changes.
Customers as Assets measures the lifetime value of the customer base and allows businesses to measure several factors such as the cost of acquisition and the rate of churn.
Propensity Modelling predicts the future behaviour of customers based on previous actions and helps businesses understand how likely it is that a customer will behave in a given way.
Cross-Sell Analysis identifies product and service relationships to better understand which are the most popular product combinations. Any identified relationships can then be used to cross-sell and up-sell in the future.
Critical Lag allows a business to deliver specific customer communications based on the individuals purchase patterns, helping to increase loyalty and improve customer retention.
Read more about this topic: Customer Insight
Famous quotes containing the word analysis:
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—Henry Brooks Adams (1838–1918)
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—Alice Foote MacDougall (1867–1945)
“Ask anyone committed to Marxist analysis how many angels on the head of a pin, and you will be asked in return to never mind the angels, tell me who controls the production of pins.”
—Joan Didion (b. 1934)