APM APM Product Discovery & Validation 2 — Questions and Answers
Question 1: What is the recommended approach when a discovery experiment invalidates a core product assumption?
- Proceed with the original plan anyway
- Pivot the solution, adjust the hypothesis, or abandon the initiative (Correct answer)
- Escalate to senior leadership immediately
- Increase the sprint team size
Correct answer: Pivot the solution, adjust the hypothesis, or abandon the initiative
Invalidated assumptions are learning opportunities that should lead to a pivot, hypothesis update, or go/no-go decision.
Question 2: In Agile product discovery, 'desirability' refers to:
- Whether the product is technically feasible
- Whether customers actually want the product (Correct answer)
- Whether the product is financially viable
- Whether the product meets legal requirements
Correct answer: Whether customers actually want the product
Desirability is one leg of the product viability triad, asking whether users want and value what is being built.
Question 3: Which discovery method involves observing users in their natural environment without interference?
- A/B testing
- Ethnographic research / contextual inquiry (Correct answer)
- Usability testing in a lab
- Customer surveys
Correct answer: Ethnographic research / contextual inquiry
Ethnographic research and contextual inquiry reveal real behaviors and workarounds that users rarely articulate in interviews.
Question 4: What does 'opportunity solution tree' help an APM team do?
- Track sprint capacity
- Visualize the connections between desired outcomes, opportunities, and solutions (Correct answer)
- Document bug reports
- Plan release schedules
Correct answer: Visualize the connections between desired outcomes, opportunities, and solutions
The opportunity solution tree, popularized by Teresa Torres, maps outcomes to customer opportunities and links them to potential solutions.
Question 5: Which metric is most relevant for validating product-market fit during discovery?
- Code coverage percentage
- Retention and engagement rate of early adopters (Correct answer)
- Number of features shipped
- Sprint velocity
Correct answer: Retention and engagement rate of early adopters
Retention indicates that users find enough value to return, which is a strong signal of product-market fit.
Question 6: What is the main risk of skipping product discovery and going directly to delivery?
- Missing a sprint deadline
- Building the wrong product or features that do not solve real user problems (Correct answer)
- Reducing team morale
- Increasing technical debt
Correct answer: Building the wrong product or features that do not solve real user problems
Without discovery, teams risk investing significant effort into solutions that do not address validated user needs or business opportunities.
APM APM Product Discovery & Validation 2
What is the recommended approach when a discovery experiment invalidates a core product assumption?