Product Management Topics
Product leadership, vision articulation, roadmap development, and feature prioritization. Focuses on product strategy and business alignment.
Execution and Delivery Discipline
Driving products from plan to shipped outcome with accountability and predictability. Covers delivery orientation, managing constraints and risk, unblocking teams, and owning results end to end. Assesses whether a candidate reliably converts strategy into shipped, measurable impact.
Market Sizing and Estimation
Producing defensible order-of-magnitude estimates and market sizes from first principles and stated assumptions. Covers structuring the estimate, choosing reasonable inputs, sanity-checking the result, and reasoning transparently about uncertainty. Assesses quantitative structuring under incomplete information.
Growth, Activation and Retention
Driving product-led growth across the user lifecycle: onboarding, activation, engagement, retention, and churn prevention. Covers designing growth features and activation funnels, building long-term engagement loops, and improving product adoption, value realization, and lifetime value once users are onboarded. Assesses systematic thinking about how users discover, adopt, stick with, and keep getting value from a product.
Experimentation and Validation
Designing experiments, prototypes, and validation plans to de-risk product decisions before full investment. Covers A/B testing, prototyping strategy, experiment roadmaps and phasing, and reading results honestly. Assesses hypothesis-driven product development and evidence-based decision making.
Product Metrics and KPIs
Selecting, defining, and instrumenting the metrics that measure product health and success, including North Star metrics, KPI trees, OKRs, and guardrail metrics. Covers choosing the right metric for a product stage, diagnosing metric movement, and avoiding vanity or gameable measures. Assesses quantitative product judgment and goal-setting rigor.
Problem Definition and Framing
Turning an ambiguous prompt into a well-scoped, clearly-stated problem before proposing solutions. Covers structured decomposition, clarifying assumptions, identifying the real user and job-to-be-done, and framing the problem to fit the constraints. Assesses disciplined problem-first thinking under ambiguity.
Stakeholder Management and Cross-Functional Alignment
Aligning engineering, design, sales, leadership, and other stakeholders behind product decisions and influencing without authority. Covers building consensus, managing competing interests, and communicating decisions and trade-offs upward and outward. Assesses collaboration and organizational navigation.