Two studies are reported that apply diffusion theory to two new consumer products. The research objective in both studies was to discriminate buyers from nonbuyers using the personal characteristics of respondents and their perceptions of each new product and thereby also to assess the relative importance of the predictor variables. In both studies perceptual variables are found far more successful as predictors of the purchase outcome than respondent personal characteristics.