Ben Erez

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The job market for PMs has never been more competitive. Not only are orgs flattening, but rapid advances in AI are accelerating expectations of what one product manager can handle. Whether it's to land a job or crush the job you have, you'll want an AI Copilot in your corner to stay at the cutting edge of the product management field.

How to Practice for PM Interviews with AI Copilots

Google sheet template for practicing analytical thinking questions. Make a copy and get as many reps as you'd like with my frameworks. Updated regularly.

Analytical Thinking Interview Template

Google sheet template for practicing product sense questions. Make a copy and get as many reps as you'd like with my frameworks. Updated regularly.

Product Sense Interview Template

Big tech companies offer a world-class product culture paired with some of the highest compensation packages in tech. From ICs to VPs, candidates generally need to pass Product Sense interviews to get hired. This lesson will better prepare you to ace these interviews and land a great role.

How to Ace Product Sense PM Interviews

Big tech companies offer a world-class product culture paired with some of the highest compensation packages in tech. From ICs to VPs, candidates generally need to pass Analytical Thinking interviews to get hired. This lesson will better prepare you to ace these interviews and land a great role.

How to Ace Analytical Thinking PM Interviews

⚡️ Walk through general evaluation areas for Product Sense &amp; Analytical Thinking interviews w/ my suggested time allocation. ⚡️ Advice for Product Sense and Analytical Thinking interviews developed as a coach (e.g. why not to share your screen)

🎯 How to Ace Product Sense and Analytical Thinking PM Interviews

Master Product Sense and Analytical interviews with live case discussions, an AI practice copilot, and expert coaching from a former Meta PM

Former Product Manager at Meta


PM Interview Bootcamp with AI Copilot: Product Sense & Analytical Thinking

Product Manager

Head of Product

Staff Product Manager

Sr. Product Manager

ex-Director of Product

You're excited about the opportunity to land a PM role at a major tech company, but the interview process feels like a maze. Despite all the advice online, you're still second-guessing yourself. What exactly are they looking for? How do you stand out? You've tried prepping on your own: reviewing countless resources, practicing frameworks, and memorizing examples. But you're not sure if you're actually getting better. You're stuck wondering, "Am I ready?" I've been there. Tech interviews are more competitive than ever. With every passing year, the bar seems to get higher. Plus, many companies are leaning even harder on Product Sense and Analytical Thinking to evaluate PMs. If you're not confident in these areas, you're at a serious disadvantage going into interviews. 📚 What you'll learn in this course---✅ How to approach Product Sense questions with clarity — from identifying the right user segment to selecting a high-leverage problem and designing a focused v1 solution✅ How to structure Analytical Thinking interviews — from defining the right success metrics to setting guardrails, tradeoffs, and team goals✅ How to compare your take-home work to bar-raising examples through live review sessions where we walk through model answers and invite Q&amp;A✅ How to self-assess using interview rubrics and sharpen your instincts by watching top-tier examples broken down in real time✅ How to learn from a Meta-style interview coach and alumni who’ve landed offers — without over-engineering or second-guessing every answer 🔧 Course Format---🧠 2 live case sessions (Product Sense + Analytical Thinking)📝 2 take-home projects to apply the frameworks on your own🔍 2 live homework review sessions where we walk through model answers and invite Q&amp;A💬 2 live office hours with a seasoned coach (ex-Meta, ex-Google)🙋 1 AMA session with a course alum who landed L6 at Meta🎥 All sessions are recorded and available for rewatching Time commitment: ~14 hours over 3 weeks. Designed to fit into a busy schedule while maximizing interview readiness. 🤖 Copilot Included---Enrollment includes access to the AI Copilot — a structured practice companion where you can:• Upload your answers to get rubric-aligned feedback• Simulate an interviewer or candidate to sharpen your skills• Get unstuck while working through the frameworks

Does this sound familiar?

Course syllabus

↳ You're seeking generic interview prep - this course is specifically designed for Product Sense & Analytical Thinking interviews

Structured PS & AT Interviews

We'll have two 2-hour sessions (one in 1st week, one in 2nd week). There will also be three optional 1-hour office hours for Q&amp;A. Students will also have two take-home projects (one for Product Sense, one for Analytical), each expected to require ~1.5 hours to complete).

Interactive sessions + office hours + homework + AMA

Course schedule

PM Candidates preparing for Meta-style Product Sense and Analytical Thinking interviews (L5-L9)

Who is this course for

What you’ll get out of this course

📧 Email me anytime with 24-hour response guarantee💡 Schedule 1:1 huddles (15 minutes) when concepts need clarification🤝 Get invited to office hours in all future cohorts

Direct Access & Support

📋 Receive detailed templates optimized for interview success🎯 Learn evaluation criteria used by interviewers✨ Access pre-filled templates showing passing answers to PS and AT questions

Interview Frameworks & Templates

🎭 Get unlimited practice with your personal AI interview copilot🔄 Receive instant feedback based on expert frameworks💻 Step-by-step guide to set up your copilot in Claude Projects (ChatGPT coming soon)

AI-Powered Practice

🗣️ Participate in live case-style discussions with expert facilitation📝 Work through two Product Sense &amp; two Analytical Thinking questions🔍 Live homework review sessions walking through model answers

Hands-On Practice

🤝 Connect with fellow students who share the same foundation💪 Coordinate with peers for mock interviews📈 Share actionable feedback with each other using my evaluation rubric

Community & Collaboration

Attentive

Life360

Abstract

How to ace Meta-style leadership & drive PM interviews

Former Meta PM • Coached 150+ PMs • 11K+ students

Robert Hamilton

Exec coach for PMs & PM Leaders (formerly PM leader at Google, Meta)

Brian Kemler

Product Lead at DoorDash (ex-Google, ex-Meta)

Hear how real calibrated interviewers evaluate this notoriously ambiguous interview and what makes candidates stand out.

What Meta really looks for in Leadership & Drive interviews

Learn what “great” sounds like across resourcefulness, growth mindset, ownership, and conflict resolution.

How to demonstrate strength across all four evaluation areas

Avoid the most common traps and walk away with practical tips from experienced Meta interviewers and coaches.

How top PM candidates prepare and practice for L&D

How to land interviews at top tech companies in the AI era

Former Meta PM • Coached 100+ PMs • 2K+ students

Amina Moinuddin Darwish

Global Head of Talent @ Vercel (maker of v0)

Nolan Church

Talent Advisor

Troy Sultan

Cofounder & CEO, Guide.co

Understand how companies find their best talent in 2025 (and why referrals beat cold applications by a long shot)

Peak behind the curtains of talent teams

Learn ways to become visible beyond resumes, making recruiters find YOU (e.g. social proof tactics)

Get "sourced" instead of lost in resume stacks

Hear about specific outreach playbooks to convert your cold contacts into referrals for opportunities

Manufacture job search networks

Practice for Analytical Thinking PM Interviews with AI

Former Meta PM • Coached 100s of PMs • 2K+ students • Featured in Lenny's 🔥

Build confidence for structured Analytical Thinking interviews by practicing with an AI copilot

Gain Confidence for Analytical Thinking Interviews

Use AI to put yourself in the shoes of an interviewer evaluating an Analytical Thinking response.

Develop Interviewer Empathy

Understand a nuanced application of AI copilots to work smarter as a Product Manager.

Learn About AI Copilots

How top companies evaluate PM candidates in 2025

Nickey Skarstad

Director of Product @ Duolingo

Stephanie J. Neill

Head of Product @ Stripe

Chantal Cox

Director of Product @ LTK

Discover what actually catches recruiters' eyes and makes them think "we need to talk to this person!"

Get Past the Resume Black Hole

Learn exactly what recruiters and hiring managers look for in phone screens to fast-track candidates to final rounds.

Ace the Phone Screen

Learn the unwritten rules top companies use to separate "good" from "must-hire" PM candidates.

Crack the Full Loop Code

Practice for Product Sense PM Interviews with AI

Learn how to set up an AI practice copilot to practice for structured Product Sense interviews

Gain Confidence for Product Sense Interviews

Use AI to put yourself in the shoes of an interviewer evaluating a Product Sense or response.

Understand a nuanced application of AI copilots to work smarter as a PM.

Former Meta PM, Ex-Attentive, Abstract, Life360. 100+ PMs coached, 2K+ students.

Learn how to set up AI copilots to practice for structured Product Sense and Analytical Thinking interviews.

Gain Confidence for Interviews

Use AI to put yourself in the shoes of an interviewer evaluating a Product Sense or Analytical Thinking response.

Understand cutting edge use cases for leveraging AI copilots to work smarter.

Level Up Your Copilot Usage

Former Product Manager at Meta, Attentive

Walk through evaluation areas for Analytical Thinking interviews

AT Evaluation Areas

How to give the signals to interviewers within the limited time

AT Time Management Tips

I'll share an interview template you can use to structure your responses and practice

AT Interview Template

I'll leave you with an AT question to work through after the lesson by following my template

AT Take Home Project

Walk through evaluation areas for Product Sense interviews

PS Evaluation Areas

PS Time Management Tips

PS Interview Template

I'll leave you with a PS question to work through after the lesson by following my template

PS Take Home Project

Key Skills for Top 1% Product Leaders

Nan Yu

Head of Product @ Linear (Prev. VP Product @ Mode Analytics, CTO @ Everlane)

Early stage product advisor | 3x 1st PM | Ex-Meta, Attentive, Abstract, Life360

Identify the key impact levers of a Head of Product at a successful startup

How to prioritize like a top product operator

Dive into key skills that set top operators apart from the rest (e.g. taking extreme positions on product)

Non-obvious skills for outsized impact as a product leader

Actionable tips for getting better at these non-obvious skills. Practice is everything!

Practical advice for PMs to develop these skills

How to Leverage Community to Land Your Next Product Role

Josh Herzig-Marx

Startup founder, acquired by Google, coaching founders and solo PMs.

Marc Baselga

Founder @Supra | Helping product leaders accelerate careers through community

Former PM @ Meta, Attentive, Abstract.

Reasons job searches go better when you tap into community.

Why community can help with a search

Each community is different - here's how we think about finding the right fit for you.

How to identify your community

The more you invest in a community, the more the community is likely to help you. Here's how we've seen this done well.

How to contribute to a community

Once you've invested in the community, you can ask for help in a few ways.

Ben Erez

Ben Erez

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