Pricing research is useful because it gives leaders something better than instinct to work with. It does not remove the decision.

One of the most enduring tools is the Van Westendorp Price Sensitivity Meter, developed by Dutch economist Peter van Westendorp in 1976. The method asks consumers four simple questions about the point at which a product feels too cheap, cheap, expensive and too expensive. Those responses are then used to identify an acceptable price range and several useful reference points within it.

I recently used the approach for a client. The analysis produced a clear pricing range and a set of inflection points that made the trade-offs visible. The client reviewed the results and then chose to price materially outside the recommended range.

That was not a failure of the research. Nor was it an indication that the data had been ignored. In effect, the business was running a live test of how far it could push beyond the modelled range without giving away too much value.

Pricing decisions rarely sit in isolation. Leaders may be balancing positioning, margin, channel economics, competitor behaviour, strategic ambition, willingness to accept lower volume, or a deliberate desire to signal something different about the value of the offer. Research can establish the boundaries of consumer perception and make the risks more explicit, but it cannot make the commercial decision on management’s behalf.

That is where I think pricing research is most valuable. It helps distinguish between taking a calculated risk and simply guessing.

In this case, we now know how the decision performed. The numbers were small, so I would not overstate the result, but actual behaviour came remarkably close to what the research had modelled. That matters. The client did not just get a pricing recommendation. It got a useful pilot of the research itself, and evidence that the model was directionally trustworthy without having gone to market at a price that may have been unnecessarily low.

That creates a much better strategic position. The business now has room to navigate. It can hold where it is, adjust, test again, or move closer to the research range with a clearer view of the trade-offs. Doing nothing is also a legitimate choice. The difference is that the choice is now informed by both stated willingness to pay and observed market behaviour.

Van Westendorp’s model is particularly useful because it makes those consumer thresholds visible. It does not claim that the “optimal” point is the only defensible price. In fact, the traditional method is better understood as identifying how consumers perceive a pricing landscape than as producing a single objectively correct answer.

That distinction matters.

Good research should narrow uncertainty, reveal trade-offs and make the consequences of a decision easier to anticipate. It should not create false precision or replace commercial judgement.

Sometimes the right decision is to follow the data closely. Sometimes the more valuable move is to test the boundary it gives you. The important thing is knowing which one you are doing, what you are learning from it, and how that evidence should shape the next decision.