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Live Product-GTM Case Study

Chief of Staff

What it tests

Business judgment on pricing and go-to-market tradeoffs in real time — evaluating whether the candidate can reason through complex product strategy decisions the way an ops leader embedded with a CEO would.

Format

  1. 1Interviewer presents a specific product or GTM scenario live — for example, choosing between two pricing models or launching a new product in 60 days
  2. 2Candidate structures their thinking out loud, asks clarifying questions, and walks through their analysis step by step
  3. 3Interviewer introduces a complication mid-case: a competitor move, a resource constraint, or an executive objection
  4. 4Candidate must adapt their recommendation in real time and defend the updated position

What to look for

  • Whether the candidate structures ambiguous problems before trying to solve them — frameworks applied with judgment, not by rote
  • Quality of questions asked: do they probe the right dimensions (customer segments, unit economics, competitive dynamics)?
  • How they handle the complication — do they panic, over-pivot, or integrate it cleanly into their existing logic?
  • Business acumen: can they connect pricing or GTM mechanics to downstream effects on revenue, churn, or team bandwidth?
  • Confidence in defending a position under pressure without becoming rigid

Adaptation guide

Use a real strategic decision your company faced in the last 12 months — anonymize it if needed, but keep the numbers real. Avoid abstract consulting cases. The goal is to see how the candidate would actually operate as an embedded business partner to your CEO or leadership team.

Full description

Format:

  1. Interviewer presents a specific product or GTM scenario live — for example, choosing between two pricing models or launching a new product in 60 days
  2. Candidate structures their thinking out loud, asks clarifying questions, and walks through their analysis step by step
  3. Interviewer introduces a complication mid-case: a competitor move, a resource constraint, or an executive objection
  4. Candidate must adapt their recommendation in real time and defend the updated position

Time: 45–60 minutes

What to look for:

  • Whether the candidate structures ambiguous problems before trying to solve them — frameworks applied with judgment, not by rote
  • Quality of questions asked: do they probe the right dimensions (customer segments, unit economics, competitive dynamics)?
  • How they handle the complication — do they panic, over-pivot, or integrate it cleanly into their existing logic?
  • Business acumen: can they connect pricing or GTM mechanics to downstream effects on revenue, churn, or team bandwidth?
  • Confidence in defending a position under pressure without becoming rigid

Adaptation: Use a real strategic decision your company faced in the last 12 months — anonymize it if needed, but keep the numbers real. Avoid abstract consulting cases. The goal is to see how the candidate would actually operate as an embedded business partner to your CEO or leadership team.