Learning objectives
- Define a useful segment and the customer’s actual alternative.
- Distinguish direct customer evidence from broad market context.
- Turn findings into a bounded commercial test.
Define the segment around a buying situation
A segment should describe a relevant shared situation, not only age or company size. For example, small clinics struggling with missed appointments may have different needs from large hospital groups. Identify the user, person approving expenditure and buyer where those roles differ. State the decision the research must support, the geographic reach and the period before collecting information.
Study alternatives and the route to a purchase
Competition includes another supplier, an internal process, a spreadsheet or doing nothing. Ask what customers value about the existing option and what would make change difficult. Examine the decision process, expected support, procurement restrictions and practical access to the buyer. A visible problem does not automatically create a reachable market; the customer may lack authority, budget or reason to act now.
Combine sources without overstating confidence
Use official statistics or credible sector data to understand context, then investigate the actual segment through interviews, observed behavior and transactions where appropriate. Ask about recent real experiences rather than leading people toward your proposed solution. Record dates, sample limitations and conflicting evidence. A few conversations can reveal useful questions, but they cannot represent a whole population or justify a precise market-share forecast.
Connect research to the offer and economics
Summarize which customer has the strongest problem, how the current alternative works and which assumption remains uncertain. Compare the proposed value with delivery effort and the customer’s buying conditions. Use financial planning to test possible prices and costs as assumptions, not established facts. A small business launch test can then check the most important remaining uncertainty before a wider commitment.
Four lenses on a market
Use the lenses together; none alone establishes demand.
Customer
Who experiences the problem and who makes the purchase decision?
Alternative
How is the problem handled today, and what makes that option attractive?
Purchase
Which budget, trust, timing and access conditions influence action?
Evidence
What have we observed, what do we infer and what should be tested next?
Comparison
| Source | Useful for | Important limitation |
|---|---|---|
| Industry statistics | Understanding the wider setting and trends | May not describe your exact reachable segment |
| Customer interviews | Learning about needs, language and decision processes | Stated interest may not become a purchase |
| A limited paid trial | Observing transactions under specific conditions | A small sample does not prove demand at scale |
Hypothetical example: a reminder service for clinics
An imagined team believes every small clinic needs automated appointment reminders. It initially counts all clinics in a city as potential customers.
- Separate clinics that already use satisfactory reminders from those experiencing a relevant unresolved problem.
- Interview staff and buyers about recent missed appointments, current workarounds, spending authority and data-handling requirements.
- Offer a limited trial to a clearly defined subgroup and record both buying behavior and the effort required to deliver.
The team obtains a narrower, more useful view of the market. The example provides no estimate of actual clinic numbers, market size or likely revenue.
Practical checklist
- Write the segment, buying situation and research decision.
- List direct and indirect alternatives, including doing nothing.
- Record source dates, sample limitations and contradictory findings.
- Choose one assumption for a small commercial test.
Common pitfalls
Multiplying a large market by an invented share
An arbitrary percentage can make a revenue model look precise while leaving access, need and competition untested.
Asking only supportive people
Friends and enthusiastic early contacts may not resemble the intended buyer. Seek disconfirming evidence and record refusals as well as interest.
Questions and answers
How many interviews are enough?
There is no universal number. Depth, segment diversity and the decision’s risk matter. Look for important recurring patterns and unresolved contradictions, while remaining clear that a qualitative sample does not give a statistical market estimate.
Does analysis eliminate uncertainty before launch?
No. It makes assumptions more visible and helps select a better test. Customer behavior and market conditions can still differ from the research setting.
Sources and further reading
- SBA: market research and business planningU.S. Small Business Administration
An official planning reference for investigating customers, demand and competitive alternatives.
- Strategyzer: the Business Model CanvasStrategyzer
The framework owner’s explanation of how customer segments, value, channels and business economics relate.
