Strategy question
Claude has web, mobile, and desktop surfaces, plus free and paid plans. If you had the next two quarters to move growth, how would you identify the highest-leverage opportunities across acquisition, activation, retention, and monetization, and how would you prioritize them into a roadmap?
- Anthropic
- Strategy
- Hard
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What this question tests
Tests growth prioritization across the full acquisition, activation, retention, and monetization funnel for a multi-surface subscription product.
How to approach it
- Map current performance at each funnel stage across web, mobile, and desktop to find where the biggest absolute drop-off or biggest gap versus benchmark sits.
- Size the opportunity at each candidate stage, for example estimating incremental paid conversions from a retention fix versus an acquisition channel expansion.
- Weigh speed to impact, since activation and retention fixes often show results faster than acquisition channel bets that take a quarter to mature.
- Prioritize one or two high-leverage bets rather than spreading effort thin across all four funnel stages simultaneously.
- Sequence the roadmap with the fastest, highest-confidence win first to build momentum, then a bigger, riskier bet in the second quarter.
What a strong answer includes
- Uses actual funnel data to find the stage with the biggest opportunity instead of assuming acquisition is always the highest leverage lever.
- Sizes each opportunity with a rough quantitative estimate, for example the incremental paid users from closing a specific activation gap.
- Explicitly weighs speed to impact given only two quarters, favoring faster-to-prove bets like activation over slower acquisition channel experiments.
- Commits to one or two bets rather than a scattershot roadmap touching every stage lightly.
Common mistakes
- Defaulting to acquisition-focused growth tactics without checking whether retention or activation has the bigger leverage.
- Proposing too many parallel initiatives across all four stages instead of focusing limited two-quarter capacity.
Likely follow-up questions
- How would you decide between a mobile-specific fix and a cross-platform one?
- What would you do if the highest leverage opportunity required a slow-moving platform change?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop