The history of consumer goods is littered with products that were carefully researched and trotted out for numerous focus groups to great enthusiasm — and that flopped when they hit the market. Traditional market research (chiefly, consumer surveys and interviews as well as sales data for related products) is not a particularly good predictor of success. Worse, it tends to thwart creativity.