The odds of developing successful new products begin to tumble when managers collectively begin to assume that the customer’s world is structured in the same way that the data are aggregated. When managers define market segments along the lines for which data are available rather than the jobs that customers need to get done, it becomes impossible to predict whether a product idea will connect with an important customer job.

