We conducted an experiment in two waves, first a conjoint survey, later we asked the same respondents what they had bought for real, and we compared conjoint predictions with reality. Part of the conjoint exercise were “FilterCBC” tasks in which respondents can use filters and sorting to navigate through a wide range of product options. We will show what the comparison brought us and more particularly how, with alternative estimation methods, FilterCBC tasks contributed to the comparison.