市場調査

Market Research defines the working concept used to manage market evidence base. In practice, it helps leaders decide whether a market, segment, message, or product assumption is strong enough to act on, and it sets a boundary between evidence gathering and the strategic decision that uses it. The page should be used as decision support: it names the evidence, trade-offs, owners, and review points needed to avoid treating small anecdotes as representative demand.

Market Research changes decisions by making customer problem frequency, willingness to pay, competitive alternatives, and sample quality explicit before teams commit budget, roadmap, sales, or customer resources. It clarifies between evidence gathering and the strategic decision that uses it, so teams can decide what is in scope, what is deferred, and what evidence is still missing. For Market Research, this reduces rework because teams compare adjacent concepts, record assumptions, and review whether the chosen action changed customer or business behavior.

• Market Research changes decisions by making customer problem frequency, willingness to pay, competitive alternatives, and sample quality explicit before teams commit budget, roadmap, sales, or customer resources.
• It clarifies between evidence gathering and the strategic decision that uses it, so teams can decide what is in scope, what is deferred, and what evidence is still missing.
• For Market Research, this reduces rework because teams compare adjacent concepts, record assumptions, and review whether the chosen action changed customer or business behavior.

• Define the decision before collecting data.
• Use more than one evidence source when the decision is expensive.
• Separate stated preference from observed behavior.
• Record sample bias and unanswered questions.
• Convert findings into a decision, not a research archive.

A team interviews twenty procurement leaders and compares the findings with survey and search data before choosing an enterprise segment. The team writes the decision boundary, gathers evidence on customer problem frequency, willingness to pay, competitive alternatives, and sample quality, compares adjacent concepts, and chooses one operating change to test. In the Market Research review, the team keeps the parts that changed customer behavior and retires assumptions that were only internally persuasive.

Customer discovery | Explores problem and buyer language | Market research also sizes and compares the wider opportunity Competitive analysis | Studies alternatives | Market research combines alternatives with customer evidence Analytics dashboard | Tracks existing behavior | Market research can test markets not yet served

• Market research is not only a survey; interviews, usage data, and secondary data can all matter.
• Large sample size does not fix the wrong sample.
• Research that never changes a decision is documentation, not decision support.