Learning objective
Separate customer jobs and pains from an offer's proposed benefits and test their fit.
Why it matters
A team describes product features without evidence of the customer's work, pains or desired gains.
Core concept
Describe one segment's jobs, pains and gains separately from the proposed products, pain relievers and gain creators. Mark each claimed fit as a hypothesis, then test customer and offer assumptions in sequence.
Scenario
A company pitches an AI companion to carers of long-lived digital agents. Interviews show that continuity and migration matter more than another entertaining feature.
Worked decision
Map caregivers' continuity job and migration pain; test an export and care-history service before adding engagement features.
Decision rule
Test customer needs before claiming product–market fit and revise the offer.
Ethical boundary
Treating a neat canvas as proof of fit or combining people with conflicting interests into one customer profile.
AI lens
Use AI to organize evidence, then verify its source and keep decision authority with people.
Quick check
What would invalidate the first proposed action? Treating a neat canvas as proof of fit or combining people with conflicting interests into one customer profile.
Next step
Complete the Value Proposition Canvas case.