GMC Strategic Planning & Analysis 3 — Questions and Answers
Question 1: What does 'product-market fit' mean in the context of growth strategy?
- A product's price matches the market average
- The product satisfies strong market demand and retains users naturally (Correct answer)
- A product is available in all target markets
- The product's features match competitor offerings
Correct answer: The product satisfies strong market demand and retains users naturally
Product-market fit exists when a product meets a strong market need, evidenced by organic growth, low churn, and high user satisfaction.
Question 2: Which analytical approach involves testing a stripped-down version of a product to validate assumptions before full investment?
- Blue Ocean Strategy
- Minimum Viable Product (MVP) testing (Correct answer)
- Competitive benchmarking
- Net Revenue Retention analysis
Correct answer: Minimum Viable Product (MVP) testing
An MVP allows teams to test core value propositions with minimal resources before committing to full product development.
Question 3: In growth strategy, 'North Star Metric' refers to:
- The KPI that best captures the core value delivered to customers (Correct answer)
- The geographic market with highest growth potential
- Total revenue from enterprise customers only
- The CEO's primary performance bonus target
Correct answer: The KPI that best captures the core value delivered to customers
The North Star Metric is the single metric that best captures the core value a product delivers and predicts long-term growth.
Question 4: A growth team notices their 30-day retention curve has flattened at 25% after an initial steep drop. This pattern indicates:
- The product has no viable market and should be shut down
- A loyal core user base exists and retention optimization should focus on improving early activation (Correct answer)
- The product needs a complete redesign immediately
- Paid acquisition should be paused until retention reaches 50%
Correct answer: A loyal core user base exists and retention optimization should focus on improving early activation
A flattening retention curve indicates a sustainable core audience; improving early-stage activation can raise the floor and increase that retained percentage.
Question 5: Which planning method involves working backward from a desired business outcome to identify the growth initiatives needed to achieve it?
- Waterfall planning
- Reverse-engineering from goals (top-down planning) (Correct answer)
- Agile sprint planning
- Bottom-up capacity planning
Correct answer: Reverse-engineering from goals (top-down planning)
Top-down goal-setting starts with the desired outcome and works backward to identify the specific experiments and channels needed.
Question 6: Growth teams use 'ICE scoring' to prioritize experiments. What do the letters stand for?
- Impact, Cost, Effort
- Impact, Confidence, Ease (Correct answer)
- Iteration, Conversion, Engagement
- Investment, Conversion, Efficiency
Correct answer: Impact, Confidence, Ease
ICE scoring rates each experiment idea by its expected Impact, the team's Confidence in that estimate, and how Easy it is to implement.
Question 7: What is the primary risk of optimizing exclusively for top-of-funnel acquisition metrics without analyzing downstream retention data?
- It will reduce brand awareness over time
- High acquisition volume may mask poor product fit and inflate CAC without sustainable growth (Correct answer)
- Acquisition metrics are not trackable without retention data
- It violates standard growth marketing compliance guidelines
Correct answer: High acquisition volume may mask poor product fit and inflate CAC without sustainable growth
Without retention analysis, teams may scale acquisition of users who churn quickly, resulting in wasted spend and misleading growth numbers.
GMC Strategic Planning & Analysis 3
What does 'product-market fit' mean in the context of growth strategy?