We introduce choice-matching, a class of mechanisms for eliciting honest responses to a multiplechoice question (MCQ), as might appear in a market research study, opinion poll or economicsexperiment. Under choice-matching, respondents are compensated through an auxiliary task, e.g.,a personal...