Positive Selection Framework
Selecting the right customers
The Positive Selection Framework is a strategy used by companies to attract the right customers. It involves creating offers that are more attractive to profitable customers, thereby screening out unprofitable ones. This framework is based on the idea that companies can design their offers to appeal to the customers they want to attract, while deterring those they don't. The key to this framework is to understand the different types of customers and design offers that cater to the profitable ones.
- Design offers that appeal to profitable customers
- Understand the different types of customers and their needs
- Use screening devices to deter unprofitable customers
- Identify Profitable Customer SegmentsAnalyze customer data to identify profitable segments. This involves understanding customer behavior, preferences, and needs.Pro tipUse data analytics to identify patterns and trends in customer behaviorWarningBe careful not to stereotype customers or make assumptions based on limited data
- Design Attractive OffersCreate offers that cater to the needs of profitable customers. This involves designing products, services, or promotions that meet their needs and preferences.Pro tipUse customer feedback and testing to refine offers and improve their appealWarningBe careful not to overpromise or underdeliver, as this can damage customer trust
- Implement Screening DevicesUse screening devices to deter unprofitable customers. This involves designing offers that are less appealing to unprofitable customers, or using other mechanisms to screen them out.Pro tipUse data analytics to monitor customer behavior and adjust screening devices accordinglyWarningBe careful not to discriminate against certain customer groups or violate anti-discrimination laws
Capital One used the transfer of balance option to attract profitable customers. By offering a lower interest rate to customers who transferred their balances, Capital One was able to attract customers who were likely to pay back their loans, while deterring those who were not.
An MBA can serve as a screening device for companies looking to hire talented managers. By requiring an MBA, companies can attract candidates who are more likely to have the necessary skills and knowledge.
The Positive Selection Framework was illustrated through the example of Capital One, which used the transfer of balance option to attract profitable customers. By offering a lower interest rate to customers who transferred their balances, Capital One was able to attract customers who were likely to pay back their loans, while deterring those who were not.