Product Sense and Metrics Talk-Through

User, problem, solution, trade-off, metric: answer PM questions out loud

Design a feature, pick a north star, root-cause a drop and defend a trade-off, aloud.

4.8
(412 ratings)
8.3k learnersAdvanced 8 lessons · 80 min English + हिंदी support

What you’ll learn

  • Answer a 'design a feature' question by naming the user and problem before any solution, then weighing trade-offs
  • Choose a north star metric and two supporting metrics, and state what each one would miss
  • Root-cause a metric drop by splitting it into segments and causes before proposing a fix
  • Prioritise three or more options aloud using impact, effort and confidence, and defend the order
  • Estimate a market size for a product aloud with stated assumptions and a sanity check
  • Explain a trade-off decision in under ninety seconds with the options, the choice, the reason and what was given up

This course is for

Engineers, analysts and MBA students interviewing for APM, PM and senior PM jobs. For candidates facing product-sense and metrics rounds at Indian and global product companies, from APM programmes to senior PM roles. You learn to structure 'design a feature for X' around the user, the problem, solutions and trade-offs, choose metrics and a north star and say what they miss, root-cause a metric drop systematically, prioritise with a simple framework, estimate a market aloud, and explain a trade-off decision you made. The tutor plays a curious product leader who probes every answer. The capstone is two full product questions with live probing, scored against every outcome.

Advanced

level

You speak fluently and want sharper structure, nuance and composure in high-stakes situations.

Course 11 of 12 in the Business Interviews track.

Inside every lesson

Ten minutes, five phases, one live tutor. Here is how lesson 1 — “Design a Feature for X: User First” — runs.

  1. 1 min

    Warm-up & goal

    Tutor greets you and states today’s goal.

  2. 2 min

    Learn the patterns

    Learn 2–3 sentence patterns and repeat them aloud.

  3. 5 min

    Live roleplay

    Live roleplay — you do most of the talking.

  4. 1.5 min

    Corrections & retry

    Two specific corrections, then one retry.

  5. 30 sec

    Wrap-up & preview

    One thing you did well and a preview of next time.

Syllabus

Lessons unlock one after another. Completed lessons show your score; you can revisit any lesson.

Your AI tutors

Same lessons, different personalities. Pick one now or switch any time.

Nidhi Agarwal

The Curious Product Leader

Lead tutorYour pick

Product leader at a Bengaluru fintech who has run product-sense interviews for years, mid 30s

Best suited for: Engineers, analysts and MBA students moving into product roles who have good instincts but answer product questions with solutions before they have named the user

4.9
5k
Arvind Krishnan

The Case Partner

Ex-strategy consultant from a top-tier firm's Gurugram office, now an independent case interviewer, early 40s

Best suited for: MBA students and analysts preparing for consulting interviews who can think but cannot yet think aloud in a structured, numbers-first way

4.8
3.2k
Shreya Bhandari

The Clarity Coach

Crisp presentation coach from Bengaluru who trained start-up founders for demo days, late 30s

Best suited for: Professionals who know their subject but ramble, read their slides aloud, or lose the room when a senior interrupts

4.9
4.2k

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