This note is designed for use in an MBA-level marketing research course. The note provides students with an overview of how to construct perceptual maps from data. It concentrates on the attribute-rating method and overall-similarity method for constructing the maps. It also describes preference regressions and basic multidimensional-scaling procedures and includes examples from the automotive and movie industries.