Question Bank

Every title is visible. The reasoning is for members.

Free visitors see the full category structure and every question title. Members unlock the reasoning behind a strong answer — the part that actually teaches product judgment.

"How would you decide whether to build an AI feature in-house vs. use a third-party model?" Product Sense 🔒
"A model you shipped starts hallucinating more after a retrain. Walk me through your first 48 hours." AI / ML System Design 🔒
"You inherit a roadmap with three conflicting priorities and no clear owner. What do you do first?" Execution 🔒
"Tell me about a time you influenced a decision without having authority over it." Behavioral 🔒
Category

Product Sense

How to reason about what to build and why, for AI-native products.

24 questions🔒 Reasoning
Category

Execution

Prioritization, tradeoffs, and shipping under ambiguity.

18 questions🔒 Reasoning
Category

AI / ML System Design

Model behavior, evals, and the tradeoffs unique to AI products.

21 questions🔒 Reasoning
Category

Behavioral

Framing IC experience as PM judgment — the career-switcher angle.

15 questions🔒 Reasoning
Category

Strategy

Market sizing, positioning, and go-to-market reasoning.

12 questions🔒 Reasoning