The remainder of this paper is organized as follows. First, we review the opaque destination choice product. Next, we
introduce the multidimensional binary logit model, which was used to investigate which destinations customers are more
likely to pay to exclude from packages. This is followed by an explanation of the data used for estimation, results, and model
validation. The paper concludes with recommendations on how to design profitable opaque destination products.