Propensity to Buy

Propensity to buy is the estimated likelihood that a customer will purchase a specific product or service. It is based on historical data, behavior patterns, preferences, and other relevant factors. Businesses use this estimate to refine marketing, improve customer engagement, and allocate resources more efficiently.

Example

A financial institution offering various investment products may use propensity to buy models to identify customers who are more likely to invest in a particular offering, such as stocks, bonds, or mutual funds. By analyzing transaction history, demographic data, and customer interactions, the model generates scores that help teams target marketing and make more relevant recommendations. This helps the institution match offers to customer needs and support business growth.