Few marketing challenges are tougher than identifying and influencing what drives customers’ attitudes and behavior. Traditionally, executives have relied on a combination of quantitative data from surveys (such as those that track customer satisfaction and brand image) and qualitative insights from focus groups and interviews.

A version of this article appeared in the September 2012 issue of Harvard Business Review.