CPI Customer Discovery & Validation 2 — Questions and Answers
Question 1: A startup team conducts 40 customer discovery interviews but only speaks with early adopters. What is the primary risk of this approach?
- The sample size is too small for statistical significance
- The findings may not represent the mainstream customer segment (Correct answer)
- Early adopters provide the least useful feedback
- Interview data cannot be used without surveys
Correct answer: The findings may not represent the mainstream customer segment
Early adopters have different needs and tolerances than mainstream customers, so relying solely on them can lead to solutions that don't scale.
Question 2: Which technique best helps innovators identify 'jobs-to-be-done' during customer discovery?
- Asking customers to rank features by importance
- Asking customers what progress they are trying to make in a given circumstance (Correct answer)
- Surveying customers about competitor products
- Reviewing sales data to find top-selling SKUs
Correct answer: Asking customers what progress they are trying to make in a given circumstance
Jobs-to-be-done theory focuses on the progress customers seek in specific circumstances, revealing functional, social, and emotional needs.
Question 3: During a customer interview, a participant says 'I would definitely buy that.' How should an innovator interpret this response?
- As strong validation that the product should be built immediately
- As a positive signal that requires corroboration with behavioral evidence (Correct answer)
- As the most reliable data point collected in the interview
- As proof that product-market fit has been achieved
Correct answer: As a positive signal that requires corroboration with behavioral evidence
Stated intent is notoriously unreliable; innovators must seek behavioral evidence like pre-orders or sign-ups to validate actual demand.
Question 4: What is the purpose of a 'concierge MVP' in the validation process?
- To automate customer onboarding at scale
- To manually deliver the product experience to test value before building automation (Correct answer)
- To provide premium service to high-value customers only
- To benchmark the solution against luxury market competitors
Correct answer: To manually deliver the product experience to test value before building automation
A concierge MVP validates whether customers value the outcome by delivering it manually, avoiding premature investment in engineering.
Question 5: An innovator discovers that customers solve the problem being targeted using three different workarounds. What does this indicate?
- The problem is not real because customers have already solved it
- The problem is real and significant enough that customers invest effort in workarounds (Correct answer)
- Workarounds mean there is no market opportunity
- The team should copy one of the existing workarounds exactly
Correct answer: The problem is real and significant enough that customers invest effort in workarounds
Existing workarounds confirm a genuine pain point and reveal how much customers value solving the problem.
Question 6: Which of the following best describes 'problem-solution fit'?
- The point where revenue exceeds customer acquisition cost
- Evidence that a defined customer segment has a significant problem your solution can address (Correct answer)
- A legal agreement between the innovator and a customer pilot partner
- Achieving a net promoter score above 50
Correct answer: Evidence that a defined customer segment has a significant problem your solution can address
Problem-solution fit means you have validated both that the problem is real and painful AND that your proposed solution addresses it meaningfully.
Question 7: A team uses an email landing page to test demand for a new B2B product and receives a 0.8% conversion rate on sign-ups. What is the best next step?
- Conclude the product has failed and pivot immediately
- Compare the rate against baseline benchmarks and conduct follow-up interviews with those who signed up (Correct answer)
- Launch the full product immediately since people responded
- Increase the advertising budget to get more traffic
Correct answer: Compare the rate against baseline benchmarks and conduct follow-up interviews with those who signed up
Conversion rates require context from benchmarks and qualitative follow-up to interpret whether 0.8% signals weak or strong demand.
CPI Customer Discovery & Validation 2
A startup team conducts 40 customer discovery interviews but only speaks with early adopters.
What is the primary risk of this approach?