We propose a novel approach to simplifying the choice-based conjoint questionnaire to reduce the burden it places upon respondents. We investigate the viability of conducting conjoint studies using singleton choice sets where the respondent repeatedly makes a choice between buying and not buying. We find that choice-sets of size one are easier and more enjoyable for respondents to complete and yield higher-quality data relative to existing mobile-based conjoint approaches.