Establish decision-making criteria

The most difficult challenges in testing are internal processes. While managers are good at asking questions, they fail to specify what would constitute a feasible answer to those questions. Managers must always interpret data with a specific end in mind.

For example, pricing has many dimensions, such as base price, discounts, rebates tied to volume, special offers, etc. The evaluation criteria for price testing should be established because testing means evaluating alternatives.