Product innovation
Meet the market before you build for it.
Compare product attributes, price and positioning while the alternatives are still open.
Define the comparison.
Make the trade-off visible.
Start with the alternatives and the population whose choices matter to the decision.
Inputs
Product alternatives
Attributes and levels
Price ranges
Audiences
Compare alternatives within current category buyers, then inspect differences from the other defined groups.
Evidence
The estimated response, uncertainty and the conditions under which the comparison was made.
See how the experiment works ↗Illustrative decision, not a customer result
Which grocery product should we develop?
Follow one decision from the business situation to an experiment and an interpretation.
Scenario
A team is choosing between a lower-price everyday product, a different formulation and a local-sourcing proposition. Each direction changes the economics and the story.
Explore related evidence ↗Change the product story
Illustrative choice shares. Synthetic data, not a model result.
Other decisions
worth testing.
The same discipline applies: define the contrast, inspect the result and retain the uncertainty.
Marketing and brand
Compare the claims, offers and frames behind a campaign before the media commitment.
Audience segmentation
Compare how defined populations make trade-offs so a segment explains a decision.
Scenario planning
Compare explicit alternatives and assumptions before treating one future as the forecast.
Strategic communications
Compare how stakeholders respond to a frame, a channel or a disclosure sequence.
Bring us your
product innovation decision.
We will work through what the experiment needs and what the result can tell you.
Test a decision