Test the ideal, don't assume what customers want
Netflix's Perfect New Release Test revealed that customers claimed they wanted faster DVD delivery, but A/B testing showed minimal retention improvement. What people say they want in focus groups often differs from what actually drives behavior. Always test hypotheses rather than relying on stated preferences.