Before revision:  We introduce the notion of confounding promotion polices , which are designed to prevent a Bayesian seller from learning the promotion value (at the cost of diverting consumers away from the best product offering).
After revision:  We introduce the notion of confounding promotion polices , which are designed to prevent a Bayesian seller from learning the promotion value (at the expense of the short-run loss of diverting consumers from the best product offering).