A data-driven sales approach is a methodology for selling that relies on data and analytics to drive decisions.  Businesses can use this approach in many ways, but typically it involves using data to identify potential customers, track and understand customer behavior, and then using that information to inform you about how best to reach and sell to those customers.  A data-driven approach can also help develop customized sales strategies for different types of customers.