Designing a China Market Scan That Supports a Real Decision

Build research around a defined decision, credible evidence and explicit uncertainty.

Useful market research begins with the decision it must support, not with the volume of information collected.

Frame the decision before the market

State whether management must decide to enter, prioritize a segment, select a route to market or release investment. Define the owner, time horizon, threshold and scope using customer, use case, price tier, channel and geography.

Build a hypothesis-led question architecture

Structure demand, customer, competition, channel, economics, constraints and implementation questions. Prioritize high-impact assumptions supported by weak evidence rather than collecting readily available background information.

Construct a triangulated evidence base

Triangulate credible publications, company disclosures, interviews, channel observations and operational evidence. Retain each source, date, definition and calculation and distinguish primary evidence from repeated commentary.

Express uncertainty through scenarios and confidence

Label facts, estimates, assumptions and interpretations. Show market-sizing logic and use base, downside and upside scenarios to reveal which variables drive the conclusion.

Convert findings into executive implications

Present a recommendation, supporting evidence, conditions and sequenced actions. Where confidence is insufficient, propose a targeted validation test with defined learning objectives and decision gates.