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

How to confidently tackle any Product Sense and Analytical question in a Meta-style PM interview through pre-recorded content and 1:1 access

Former Product Manager at Meta

Self-Paced PM Interview Bootcamp: Product Sense & Analytical Thinking

Product

Product Lead

Solution Designer

Product Manager

Head of Product

Attentive

Life360

Abstract

You landed a PM interview at a company that relies on case-style Product Sense and/or Analytical Thinking screens in their hiring process (e.g. Meta, OpenAI, DoorDash, Stripe).You've never succeeded in these types of interviews, or it's been too many years and you're rusty. You figure you can get ready in 3-4 weeks so you schedule the first round.As the days pass, you realize you have no idea how to actually tackle the questions in <a target="_blank" rel="noopener noreferrer nofollow" href="https://docs.google.com/spreadsheets/d/1rz10oEeLx-eGnilahKczYPhGfCUzIEKL-xRnjoQ-SX4/edit?gid=1024620532#gid=1024620532">Lewis Lin's question bank. </a>You wonder, "What's the fastest way for me to ramp up on these interviews?"I've been in your shoes, taught myself how to ace the interviews and landed a PM role at Meta (back then Facebook).Six years later, Product Sense and Analytical Thinking are two of the most common PM interviews in tech, many top companies inspired by Meta.And these interviews are basically the same as they were in 2020.With AI catalyzing a massive push for senior talent in big tech, IC6+ roles are growing like wildfire with total comp packages from $300k to $1MM+ for elite PM roles at top companies.If you're rusty with case interviews, you need this course (or one like it) to get ready. Otherwise you'll struggle to pass them. It's the truth.

Does this sound familiar?

How to tackle Product Sense questions

How to tackle Analytical Thinking questions

How to set up Ben's AI Copilot and a workflow for unlimited practice reps

Tips from course alumni who landed roles by applying the frameworks

What strong interview performance looks like

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

Structured PS & AT Interviews

PMs preparing for case-style Product Sense and Analytical Thinking interviews (L5-L9) at companies like Meta, OpenAI, Stripe, DoorDash +

The Rise of the Full Stack Builder

Tomer Cohen

Former CPO @ LinkedIn

Former Meta PM and PM interview coach (coached 200+ PMs, 17K+ students)

What’s actually changing beneath the surface and what’s just hype.

How AI is reshaping the PM role

Why Tomer believes PMs, designers, and engineers are converging toward a shared skillset / combined role.

The Full Stack Builder mindset

Concrete ways to reposition yourself and build leverage in an AI-native landscape.

How to future-proof your career accordingly

How top companies evaluate PM candidates in 2025

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

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.

Develop Interviewer Empathy

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

Learn About AI Copilots

How to get noticed by PM hiring managers in 2026

Former Meta PM and PM interview coach (coached 200+ PMs, 13K+ students)

Director of Product @ Duolingo (previously @ Airbnb, Etsy)

Hilary Gridley

Product Leader (Whoop, Dropbox, Nike)

Resumes, generic DMs, and surface-level signals fail in today’s market so see what hiring managers respond to instead.

Understand why old PM job search playbooks no longer work

How product leaders interpret proof of work, including building in public, shipping, and demonstrating strong judgment.

See what “real signal” looks like to hiring managers in 2026

Examples of referral asks, cold outreach, and proactive work that earned attention, and why most attempts get ignored.

Learn what actually cuts through the noise to get noticed

How to interview product managers for AI fluency

Tal Raviv

Early PM @ Patreon, Riverside, Wix, AppsFlyer

Aman Khan

AI Product leader at Arize AI, Spotify, Cruise, Zipline, and Apple

Differentiate between building products with AI and building AI products (and why each requires different evaluation).

Define your evaluation rubric

Map the most critical AI fluency dimensions in the rubric to behavioral, case, and take-home interviews.

Structure your PM interview loop

Identify common failure modes in PM interviews and redesign or remove evaluations that don’t produce useful signals.

Reduce false positives in interviews

Former Product Manager at Meta, Attentive

Walk through evaluation areas for Product Sense interviews

PS Evaluation Areas

How to give the signals to interviewers within the limited time

PS Time Management Tips

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

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

What senior product people should know about fractional work

Former Head of Product & Design at Continuum, a marketplace for fractional execs

Learn how to start with your time, energy, and income needs, then design fractional work that fits them.

Design fractional work around your life

Learn why specificity drives referrals and how to pick one clear positioning that still leaves room to evolve.

Position yourself narrowly without boxing yourself in

Learn how to combine advisory, part-time, and interim work to avoid income volatility and burnout.

Build a sustainable fractional portfolio

Walk through evaluation areas for Analytical Thinking interviews

AT Evaluation Areas

AT Time Management Tips

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

How To Ace Product Sense & Analytical Thinking PM Interviews

Ben Erez


Walk through general evaluation areas for Product Sense & Analytical Thinking interviews w/ my suggested time allocation

Evaluation Areas & Time Management

Advice for Product Sense and Analytical Thinking interviews developed as a coach (e.g. why not to share your screen)

4 Actionable Tips

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!

Ben Erez

Ben Erez

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