Abstract: Methods and computer program products for providing a market simulation model. A method includes receiving consumer data including one or more ratings of a product characteristic, the ratings reflecting a latent measure of the product characteristic. The ratings are represented as a probability distribution. The latent measure of the product characteristic is varied and an updated probability distribution is created in response to the varying. A sensitivity of market share to the product characteristic is analyzed based on the probability distribution and to the updated probability distribution.