Qual

Concept testing can easily flatter an idea instead of predicting whether people will actually buy it. After years of running concept tests across categories, four patterns appear again and again: confusing liking with behaviour, group dynamics distorting responses, priming problems in low-engagement categories, and testing too late to change course. Understanding these pitfalls can help researchers uncover real consumer behaviour instead of misleading signals.