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In this lesson, a Meta PM will be mock interviewed by a calibrated interviewer who dissects exactly what a perfect answer looks like.








James Raybould
Ex-Sr Director of Product

Mads Johnsen
Ex-Chief Product Officer

Nir Eyal
NYT Bestselling Author

Olivier Wellmann
Director of Product

Igor Sakhnov
Corporate Vice President

Sanchan S Saxena
Ex-Vice President

Vijay Jayaraman
Ex-Sr Director of Product

Amit Fulay
VP of Product

Josh Haftel
Ex-Director of Product

Dorion Carroll
Ex-Vice President

Nikhyl Singhal
Ex-VP of Product

Neel Mehta
Ex-Product Manager

Sabrina Mohamed
Ex-Sr Product Manager

Anna Pan
Ex-Sr Product Manager

Mika Reyes
Ex-Product Manager

Allison Light
Ex-Group Product Manager

Andy Zhang
Ex-Product Manager

Kenneth Hatcher
Ex-Sr Product Manager

Christina Gee
Staff Product Manager

Victoria Ku
Ex-Sr Product Manager

Stephen Song
Ex-Sr Product Manager
see more PM Leaders

Google’s product strategy centers on user-first design, AI-driven innovation, and a connected ecosystem that blends free, ad-supported tools with paid enterprise services to drive engagement and growth.
Google’s product strategy centers on user-first design, AI-driven innovation, and a connected ecosystem that blends free, ad-supported tools with paid enterprise services to drive engagement and growth.
How AI and the content flywheel can help Instagram Reels defeat TikTok
How Meta can win the AI friendship race (without making a dating sim)
Creator AI bots, parasocial relationships, and the future of human-digital friendships
Brief introduction to Meta's mission and how AI aligns with it
Overview of Meta's AI research and development areas
Key goals of Meta’s AI strategy: open innovation, personalization, safety
Introduction to Meta’s open-sourcing philosophy and its impact on the AI community
The philosophy behind Meta’s open-sourcing strategy
Key open-source AI projects from Meta (e.g., PyTorch, FAIR)
How open-sourcing accelerates AI research and innovation globally
The benefits and challenges of open-sourcing AI tools and technologies
Examples of community contributions and real-world applications
Introduction to LLaMA and its significance in the field of AI
Overview of LLaMA’s architecture, key features, and performance
How LLaMA is used within Meta’s platforms and its potential applications
The role of LLaMA in advancing natural language understanding and generation
The impact of LLaMA on the AI research community and its open-source availability
Overview of AI-driven personalization in Facebook, Instagram, and WhatsApp
The role of LLaMA and other AI models in content recommendation and curation
How AI enhances user engagement and satisfaction
Challenges and considerations in personalization, including privacy concerns
Examples of AI-driven features (e.g., personalized news feeds, relevant ad placements)
Overview of ongoing AI research at Meta, including LLaMA and other language models
The role of open-sourcing in shaping the future of AI at Meta
Ethical considerations and responsible AI development
Helping control the risks and costs of open source AI with Llama Guard 3
Meta’s vision for the future of AI in the Metaverse and beyond
Collaboration with academic institutions, startups, and industry partners
Closing thoughts on the potential of AI to transform Meta’s platforms and user experiences
Google’s product strategy centers on user-first design, AI-driven innovation, and a connected ecosystem that blends free, ad-supported tools with paid enterprise services to drive engagement and growth.
Google’s product strategy centers on user-first design, AI-driven innovation, and a connected ecosystem that blends free, ad-supported tools with paid enterprise services to drive engagement and growth.
The secret playbook for mastering the Meta Analytical Thinking interview
The secret playbook for mastering the Meta Analytical Thinking interview
The secret playbook for mastering the Meta Analytical Thinking interview
The secret playbook for mastering the Meta Analytical Thinking interview
The #1 mistake PM candidates make during the Meta Analytical Thinking interview
The #1 mistake PM candidates make during the Meta Analytical Thinking interview
The #1 mistake PM candidates make during the Meta Analytical Thinking interview
The #1 mistake PM candidates make during the Meta Analytical Thinking interview
Sample 10/10 answer: What metrics would you track if you were focused on improving Airbnb's check-in experience?
Sample 10/10 answer: What metrics would you track if you were focused on improving Airbnb's check-in experience?
Sample 10/10 answer: What metrics would you track if you were focused on improving Airbnb's check-in experience?
Sample 10/10 answer: What metrics would you track if you were focused on improving Airbnb's check-in experience?
Sample 10/10 answer: Imagine you were the PM on Uber's driver app. What key metrics would you be looking at?
Sample 10/10 answer: Imagine you were the PM on Uber's driver app. What key metrics would you be looking at?
Sample 10/10 answer: Imagine you were the PM on Uber's driver app. What key metrics would you be looking at?
Sample 10/10 answer: Imagine you were the PM on Uber's driver app. What key metrics would you be looking at?
Sample 10/10 answer: Build an ML model to predict granola bar sales in a given Walmart store. Your model can only take in 10 variables.
Sample 10/10 answer: Build an ML model to predict granola bar sales in a given Walmart store. Your model can only take in 10 variables.
Sample 10/10 answer: Build an ML model to predict granola bar sales in a given Walmart store. Your model can only take in 10 variables.
Sample 10/10 answer: Build an ML model to predict granola bar sales in a given Walmart store. Your model can only take in 10 variables.
Sample 10/10 answer: How would you measure the success of Facebook Dating?
Sample 10/10 answer: How would you measure the success of Facebook Dating?
Sample 10/10 answer: How would you measure the success of Facebook Dating?
Sample 10/10 answer: How would you measure the success of Facebook Dating?
Sample 10/10 answer: Imagine Microsoft Teams saw a 50% drop in downloads overnight. How would you figure out what happened?
Sample 10/10 answer: Imagine Microsoft Teams saw a 50% drop in downloads overnight. How would you figure out what happened?
Sample 10/10 answer: Imagine Microsoft Teams saw a 50% drop in downloads overnight. How would you figure out what happened?
Sample 10/10 answer: Imagine Microsoft Teams saw a 50% drop in downloads overnight. How would you figure out what happened?
Sample 10/10 answer: A Snapchat app redesign increases time spent but reduces Snaps sent & stories shared. Should you ship it?
Sample 10/10 answer: A Snapchat app redesign increases time spent but reduces Snaps sent & stories shared. Should you ship it?
Sample 10/10 answer: A Snapchat app redesign increases time spent but reduces Snaps sent & stories shared. Should you ship it?
Sample 10/10 answer: A Snapchat app redesign increases time spent but reduces Snaps sent & stories shared. Should you ship it?
Sample 10/10 answer: Suppose you're Marriott's CEO and found that a hack just exposed the data of 5 million guests. What would you do?
Sample 10/10 answer: Suppose you're Marriott's CEO and found that a hack just exposed the data of 5 million guests. What would you do?
Sample 10/10 answer: Suppose you're Marriott's CEO and found that a hack just exposed the data of 5 million guests. What would you do?
Sample 10/10 answer: Suppose you're Marriott's CEO and found that a hack just exposed the data of 5 million guests. What would you do?
Sample 10/10 answer: You promised Best Buy that you'd launch the latest version of Google's Pixel Buds in September, but the engineering team says it won't be ready until December. What do you do?
Sample 10/10 answer: You promised Best Buy that you'd launch the latest version of Google's Pixel Buds in September, but the engineering team says it won't be ready until December. What do you do?
Sample 10/10 answer: You promised Best Buy that you'd launch the latest version of Google's Pixel Buds in September, but the engineering team says it won't be ready until December. What do you do?
Sample 10/10 answer: You promised Best Buy that you'd launch the latest version of Google's Pixel Buds in September, but the engineering team says it won't be ready until December. What do you do?
Google’s product strategy centers on user-first design, AI-driven innovation, and a connected ecosystem that blends free, ad-supported tools with paid enterprise services to drive engagement and growth.
The secret playbook for mastering the Meta Product Sense interview (and its follow-up questions)
The secret playbook for mastering the Meta Product Sense interview (and its follow-up questions)
The secret playbook for mastering the Meta Product Sense interview (and its follow-up questions)
The secret playbook for mastering the Meta Product Sense interview (and its follow-up questions)
The most common mistake candidates make in the Meta Product Sense interview
The most common mistake candidates make in the Meta Product Sense interview
The most common mistake candidates make in the Meta Product Sense interview
The most common mistake candidates make in the Meta Product Sense interview
Sample 10/10 answer: Should TikTok build a video scrubber to allow users to skip to certain time stamps?
Sample 10/10 answer: Should TikTok build a video scrubber to allow users to skip to certain time stamps?
Sample 10/10 answer: Should TikTok build a video scrubber to allow users to skip to certain time stamps?
Sample 10/10 answer: Should TikTok build a video scrubber to allow users to skip to certain time stamps?
Sample 10/10 answer: Imagine you're the PM in charge of building a podcast product on the Facebook app. What would you build?
Sample 10/10 answer: Imagine you're the PM in charge of building a podcast product on the Facebook app. What would you build?
Sample 10/10 answer: Imagine you're the PM in charge of building a podcast product on the Facebook app. What would you build?
Sample 10/10 answer: Imagine you're the PM in charge of building a podcast product on the Facebook app. What would you build?
Sample 10/10 answer: Design a better way to find a roommate in a new city.
Sample 10/10 answer: Design a better way to find a roommate in a new city.
Sample 10/10 answer: Design a better way to find a roommate in a new city.
Sample 10/10 answer: Design a better way to find a roommate in a new city.
Sample 10/10 answer 1: Pick your favorite product. How would you improve it?
Sample 10/10 answer 1: Pick your favorite product. How would you improve it?
Sample 10/10 answer 1: Pick your favorite product. How would you improve it?
Sample 10/10 answer 1: Pick your favorite product. How would you improve it?
Sample 10/10 answer 2: Pick your favorite product. How would you improve it?
Sample 10/10 answer 2: Pick your favorite product. How would you improve it?
Sample 10/10 answer 2: Pick your favorite product. How would you improve it?
Sample 10/10 answer 2: Pick your favorite product. How would you improve it?
Sample 10/10 answer: You work at Netflix and find that many videos are freezing in the middle to buffer. How would you improve this experience?
Sample 10/10 answer: You work at Netflix and find that many videos are freezing in the middle to buffer. How would you improve this experience?
Sample 10/10 answer: You work at Netflix and find that many videos are freezing in the middle to buffer. How would you improve this experience?
Sample 10/10 answer: You work at Netflix and find that many videos are freezing in the middle to buffer. How would you improve this experience?
How to flawlessly answer Product Launch questions
Sample 10/10 answer: How would you decide which country to next launch Amazon Prime 1- or 2-day shipping in?
Sample 10/10 answer: Twitter wants to find more ways to monetize without adding more ads. What do you suggest?
Sample 10/10 answer: Twitter wants to find more ways to monetize without adding more ads. What do you suggest?
Sample 10/10 answer: Twitter wants to find more ways to monetize without adding more ads. What do you suggest?
Sample 10/10 answer: Twitter wants to find more ways to monetize without adding more ads. What do you suggest?
Sample 10/10 answer: Create a zero-budget growth strategy for a free app that helps users find great flight deals.
Sample 10/10 answer: Create a zero-budget growth strategy for a free app that helps users find great flight deals.
Sample 10/10 answer: Create a zero-budget growth strategy for a free app that helps users find great flight deals.
Sample 10/10 answer: Create a zero-budget growth strategy for a free app that helps users find great flight deals.
Sample 10/10 answer: How would you use $30 million to design a referral program for Lyft to drive 1 million new signups?
Sample 10/10 answer: How would you use $30 million to design a referral program for Lyft to drive 1 million new signups?
Sample 10/10 answer: How would you use $30 million to design a referral program for Lyft to drive 1 million new signups?
Sample 10/10 answer: How would you use $30 million to design a referral program for Lyft to drive 1 million new signups?
Sample 10/10 answer: OfferUp, a peer-to-peer local marketplace startup, wants to attract more sellers. What should it do?
Sample 10/10 answer: OfferUp, a peer-to-peer local marketplace startup, wants to attract more sellers. What should it do?
Sample 10/10 answer: OfferUp, a peer-to-peer local marketplace startup, wants to attract more sellers. What should it do?
Sample 10/10 answer: OfferUp, a peer-to-peer local marketplace startup, wants to attract more sellers. What should it do?
Sample 10/10 answer: Should Instagram let users pay for an ad-free experience? If so, how much would you charge for it?
Sample 10/10 answer: Should Instagram let users pay for an ad-free experience? If so, how much would you charge for it?
Sample 10/10 answer: Should Instagram let users pay for an ad-free experience? If so, how much would you charge for it?
Sample 10/10 answer: Should Instagram let users pay for an ad-free experience? If so, how much would you charge for it?
Sample 10/10 answer: Target is a longtime Azure customer and wants a 10% discount for next year. As a PM at Azure, would you grant it?
Sample 10/10 answer: Target is a longtime Azure customer and wants a 10% discount for next year. As a PM at Azure, would you grant it?
Sample 10/10 answer: Target is a longtime Azure customer and wants a 10% discount for next year. As a PM at Azure, would you grant it?
Sample 10/10 answer: Target is a longtime Azure customer and wants a 10% discount for next year. As a PM at Azure, would you grant it?
Google’s product strategy centers on user-first design, AI-driven innovation, and a connected ecosystem that blends free, ad-supported tools with paid enterprise services to drive engagement and growth.
Sample 10/10 answer: Tell me about a time you didn't have the resources to do something but got it done anyway.
Sample 10/10 answer: Tell me about a time you didn't have the resources to do something but got it done anyway.
Sample 10/10 answer: Tell me about a time you didn't have the resources to do something but got it done anyway.
Sample 10/10 answer: Tell me about a time you didn't have the resources to do something but got it done anyway.
Sample 10/10 answer: Tell me about a time when you built something outside of work.
Sample 10/10 answer: Tell me about a time when you built something outside of work.
Sample 10/10 answer: Tell me about a time when you built something outside of work.
Sample 10/10 answer: Tell me about a time when you built something outside of work.
Sample 10/10 answer: Tell me about a time you had to overcome an obstacle.
Sample 10/10 answer: Tell me about a time you had to overcome an obstacle.
Sample 10/10 answer: Tell me about a time you had to overcome an obstacle.
Sample 10/10 answer: Tell me about a time you had to overcome an obstacle.
Sample 10/10 answer: Tell me about a time you created an innovative product.
Sample 10/10 answer: Tell me about a time you created an innovative product.
Sample 10/10 answer: Tell me about a time you created an innovative product.
Sample 10/10 answer: Tell me about a time you created an innovative product.
Sample 10/10 answer: Tell me about a time you had to make a really tough decision.
Sample 10/10 answer: Tell me about a time you had to make a really tough decision.
Sample 10/10 answer: Tell me about a time you had to make a really tough decision.
Sample 10/10 answer: Tell me about a time you had to make a really tough decision.
Sample 10/10 answer: Describe an instance where you had to make an important decision.
Sample 10/10 answer: Describe an instance where you had to make an important decision.
Sample 10/10 answer: Describe an instance where you had to make an important decision.
Sample 10/10 answer: Describe an instance where you had to make an important decision.
Sample 10/10 answer: Imagine if the designer on your team wasn't meeting expectations. How would you proceed?
Sample 10/10 answer: Imagine if the designer on your team wasn't meeting expectations. How would you proceed?
Sample 10/10 answer: Imagine if the designer on your team wasn't meeting expectations. How would you proceed?
Sample 10/10 answer: Imagine if the designer on your team wasn't meeting expectations. How would you proceed?
Sample 10/10 answer: Tell me about a time when you earned the trust of a person or group.
Sample 10/10 answer: Tell me about a time when you earned the trust of a person or group.
Sample 10/10 answer: Tell me about a time when you earned the trust of a person or group.
Sample 10/10 answer: Tell me about a time when you earned the trust of a person or group.
Sample 10/10 answer: Do you stay up to date with the tech industry? How do you get inspired with new ideas?
Sample 10/10 answer: Do you stay up to date with the tech industry? How do you get inspired with new ideas?
Sample 10/10 answer: Do you stay up to date with the tech industry? How do you get inspired with new ideas?
Sample 10/10 answer: Do you stay up to date with the tech industry? How do you get inspired with new ideas?
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