Market research gathers information about customers, competitors and the market so a firm can make evidence-based decisions. It is widely believed to reduce the risk of a new product failing, but the extent to which it does so depends on how the research is conducted and the type of product involved.
The case that research substantially reduces risk. Research confirms whether real demand exists before the firm commits money to production, so a weak idea can be changed or dropped early rather than launched and lost. It identifies the customer profile and what buyers will pay, allowing the firm to design a product and marketing mix that genuinely fit the market β a product that matches customer wants is far more likely to sell. It also reveals competitors and gaps in the market, helping the firm differentiate. By replacing guesswork with evidence, research clearly lowers the chance that a product fails because it was unwanted, mispriced or aimed at the wrong people.
The case that research only partly reduces risk. First, research is only as good as its data: a small or biased sample (3.2.3) and unreliable findings (3.2.4) can give false confidence and lead to the wrong decision. Second, customers often say one thing in surveys but behave differently when actually spending money, so stated intentions overstate real demand. Third, markets change between research and launch β competitors react, tastes shift, the economy moves β so even good research can be overtaken by events. Fourth, for genuinely new innovations, customers cannot describe a product they have never imagined, so research may understate the potential of breakthrough ideas. Risk is therefore reduced, never removed.
Weighing it up (criterion). How far research reduces risk depends on the quality of the research (representative sample, reliable, up-to-date data) and the type of product (an incremental improvement vs a radical innovation). High-quality research into an established type of product reduces risk a great deal; rushed, biased research, or research into a truly novel product, reduces it far less.
Judgement. Market research reduces the risk of failure to a significant but limited extent. For most new products in established markets, well-designed research that uses a representative sample and reliable data substantially lowers the risk by confirming demand and shaping the mix β but it can never eliminate risk, because samples are imperfect, customers are unpredictable and markets move. The most defensible conclusion is that research is a powerful risk-reducer, not a risk-remover: its value is greatest when the research is rigorous and the product is one customers can realistically judge, and least when the research is poor or the product is radically new. A firm should therefore use research to improve its odds, while accepting that some entrepreneurial judgement and a tolerance of residual risk are always required.