A/B testing is merely a variation of data-based business planning that has been taught in business schools for at least 70 years.<p>The typical business scenario is grocery stores, which have been conducting such tests for decades (in particular, what products to place at the fronts of the aisles to maximize ancilliary revenue), and especially beer companies (where to ask liquor stores to place their products to maximize purchases).