Channel choice
Understand store, app, marketplace and competitor choices through assortment, price, information, delivery and habit.
Explore choice, baskets, returns and repeat purchasing.
Understand store, app, marketplace and competitor choices through assortment, price, information, delivery and habit.
Interviews, diaries, shop-alongs and available customer data reveal expectation gaps. Returns and lack of repeat purchasing may have different causes.
Explore baskets, substitutes and willingness to pay, with quantitative validation designed around the research question.
Clarify the decision, segments and eligibility. Methods depend on whether the goal is explanation, comparison or measurement.
Agree insight maps, segments, journeys, comparison tables and recommendations, accounting for sample and source limitations.