"Very helpful! But I have a question: the location of drivers can be changing every minute, so won't reading from location cache returning stale data?"
Linying W. - "Very helpful! But I have a question: the location of drivers can be changing every minute, so won't reading from location cache returning stale data?"See full answer
"Would consider the following factors:
Customer demographic and preferences
Location of the warehouse and what's the local product trends
Seasonality and time of the year for trendy products
Balance of volume and margin products
Supply chain consideration
Competition analysis
Inventory turn over rate
eCommerce aspects of the inventory
Plus the following types:
Essential and groceries
Electronic and entertainment
Apparel and footwear
Home and lifestyle
Seasonal and promo"
onering2ruleall - "Would consider the following factors:
Customer demographic and preferences
Location of the warehouse and what's the local product trends
Seasonality and time of the year for trendy products
Balance of volume and margin products
Supply chain consideration
Competition analysis
Inventory turn over rate
eCommerce aspects of the inventory
Plus the following types:
Essential and groceries
Electronic and entertainment
Apparel and footwear
Home and lifestyle
Seasonal and promo"See full answer
"First, I would make the following assumptions to solve this question without instant feedback.
Assumptions:
The main use cases for the refrigerator will be to maintain food in the right temperature and will not include making ice cubs or pouring water
The only disability of the user is blindness
Then, I would identify the main flows used when maintaining food refrigerated, which are:
Putting food into the fridge
Taking out food out of the fridge
Within these flow these are som"
Maritza C. - "First, I would make the following assumptions to solve this question without instant feedback.
Assumptions:
The main use cases for the refrigerator will be to maintain food in the right temperature and will not include making ice cubs or pouring water
The only disability of the user is blindness
Then, I would identify the main flows used when maintaining food refrigerated, which are:
Putting food into the fridge
Taking out food out of the fridge
Within these flow these are som"See full answer
Product Manager
Product Design
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"I have no idea if this would qualify, but I took a different, rather singular approach. Curious and gracious in advance for any and all feedback. My main question is whether this response goes into enough depth with regards to all the content types that Google Map stores, as I chose to focus uniquely on image storage (but am sure to state that clearly before I began):
Clarifying questions:
global map or US/sectional map? Assume global
storage on a single end-user device? Yes
consider co"
John S. - "I have no idea if this would qualify, but I took a different, rather singular approach. Curious and gracious in advance for any and all feedback. My main question is whether this response goes into enough depth with regards to all the content types that Google Map stores, as I chose to focus uniquely on image storage (but am sure to state that clearly before I began):
Clarifying questions:
global map or US/sectional map? Assume global
storage on a single end-user device? Yes
consider co"See full answer
"INTERVIEWER: Design a communication app for children
ME: GOAL: What are the business goals for this initiative?
INTERVIEWER: Please assume.
ME: Goals could be to* *improve communication skills/ communicate with classmates/friends better/enter a new market/empower children with disability to communicate better/etc.
I’ll assume that the goal here is to enable children to communicate and engage better with their classmates since I have personally seen my niece and nephew (17 a"
Priya T. - "INTERVIEWER: Design a communication app for children
ME: GOAL: What are the business goals for this initiative?
INTERVIEWER: Please assume.
ME: Goals could be to* *improve communication skills/ communicate with classmates/friends better/enter a new market/empower children with disability to communicate better/etc.
I’ll assume that the goal here is to enable children to communicate and engage better with their classmates since I have personally seen my niece and nephew (17 a"See full answer
"To determine which features go into a Minimum Viable Product (MVP), I focus on balancing user needs with business goals, while keeping technical feasibility in mind. My approach usually includes these key steps:
1. Understand the problem deeply:
I start by identifying the core user problem we’re solving—whether that’s through user interviews, support tickets, usage data, or stakeholder input. The goal is to figure out what success looks like for the user in the most basic but valuable form."
Aniruddha N. - "To determine which features go into a Minimum Viable Product (MVP), I focus on balancing user needs with business goals, while keeping technical feasibility in mind. My approach usually includes these key steps:
1. Understand the problem deeply:
I start by identifying the core user problem we’re solving—whether that’s through user interviews, support tickets, usage data, or stakeholder input. The goal is to figure out what success looks like for the user in the most basic but valuable form."See full answer
"Started by asking clarification questions regarding design constraints and desired features.
Break down the into re-usable components - HeroImg and Carousel (with 3 images rendered)
Code the components and managed the state for both in the parent component."
Akshay J. - "Started by asking clarification questions regarding design constraints and desired features.
Break down the into re-usable components - HeroImg and Carousel (with 3 images rendered)
Code the components and managed the state for both in the parent component."See full answer
"Problem Understanding
Is it within FB applications? > Yes
FB Date has one on one matching. Can I consider extending existing capability?
After matching, are we considering interactions within FB as well?
FB mission is to give people power to connect build community and bring the world closer. Building connection through content engagement is the core of the FB product. With increased demand on learning online and velocity of acquiring new skills required to find a job or sustain in"
Soodong P. - "Problem Understanding
Is it within FB applications? > Yes
FB Date has one on one matching. Can I consider extending existing capability?
After matching, are we considering interactions within FB as well?
FB mission is to give people power to connect build community and bring the world closer. Building connection through content engagement is the core of the FB product. With increased demand on learning online and velocity of acquiring new skills required to find a job or sustain in"See full answer
"Did a quick 30 min writeup on this and I'm submitting before I review/edit.
Success metrics for Spotify Podcasts
Clarify
Focus is on Spotify Podcasts, which are audio content posted by Spotify Content creators
Spotify Podcasts exists across all devices
Spotify as a company is at a mature state and is looking to enhance retention and revenue (monetization)
Spotify makes money through ads, Spotify Podcasts too - Assuming that Spotify Podcasts has some sort of ad product where adv"
Bryan K. - "Did a quick 30 min writeup on this and I'm submitting before I review/edit.
Success metrics for Spotify Podcasts
Clarify
Focus is on Spotify Podcasts, which are audio content posted by Spotify Content creators
Spotify Podcasts exists across all devices
Spotify as a company is at a mature state and is looking to enhance retention and revenue (monetization)
Spotify makes money through ads, Spotify Podcasts too - Assuming that Spotify Podcasts has some sort of ad product where adv"See full answer
"Clarifying Questions and possible responses:
both audio and video
goals: increase engagement time among groups/communitites and not require another platform to do group call (be one-stop for communication)
region-TBD
ios/android
only available to users in a group to call users within the group
who can intitiate these calls?- only admin? or anyone?
metrics:NSM: feature engagement (C), number of calls made in a week per user (C).
PM: % of people joining the call in a group"
theproductguy - "Clarifying Questions and possible responses:
both audio and video
goals: increase engagement time among groups/communitites and not require another platform to do group call (be one-stop for communication)
region-TBD
ios/android
only available to users in a group to call users within the group
who can intitiate these calls?- only admin? or anyone?
metrics:NSM: feature engagement (C), number of calls made in a week per user (C).
PM: % of people joining the call in a group"See full answer
"I use ChatGPT a lot to either refine my own answers or stories and make them better, or to answer questions which I would then refine to be more personal to me.
Here's what ChatGPT says about this question:
This question is testing your analytical thinking, data-driven decision-making, and product sense—especially in the context of Meta’s focus on engagement and content ranking. The best approach is to **define key engagement metrics, outline an experiment design, and consider trade-of"
Robert H. - "I use ChatGPT a lot to either refine my own answers or stories and make them better, or to answer questions which I would then refine to be more personal to me.
Here's what ChatGPT says about this question:
This question is testing your analytical thinking, data-driven decision-making, and product sense—especially in the context of Meta’s focus on engagement and content ranking. The best approach is to **define key engagement metrics, outline an experiment design, and consider trade-of"See full answer
"To answer this, I will focus my efforts on explaining the most common type of API used in most modern software development applications - the REST API. For the purpose of simplicity, I will also keep the topics of Authorization and Authentication out of the mix.
In essence, an API is a group of logic that takes in a specific set of inputs and responds with a specific set of outputs. This is analogous to going to a drive-thru and placing an order for a meal.
When you give an API a bunch of"
Pathworks P. - "To answer this, I will focus my efforts on explaining the most common type of API used in most modern software development applications - the REST API. For the purpose of simplicity, I will also keep the topics of Authorization and Authentication out of the mix.
In essence, an API is a group of logic that takes in a specific set of inputs and responds with a specific set of outputs. This is analogous to going to a drive-thru and placing an order for a meal.
When you give an API a bunch of"See full answer
"You're the PM for all of Instagram Stories. What is your North Star metric?
Meta's Mission: Give people the power to build community and bring the world
closer together.
IG's Mission: To capture and share the world's moments
User Types
Marketplace / 2-sided ecosystem
Creators and the Consumers
Metric Categories
Adoption
Engagement
Retention
[not pictured]: create a table with 2 columns: Creators and Consumers and 3 rows: Adoption, Engagement, Retention.
Talked through and priori"
Daniel L. - "You're the PM for all of Instagram Stories. What is your North Star metric?
Meta's Mission: Give people the power to build community and bring the world
closer together.
IG's Mission: To capture and share the world's moments
User Types
Marketplace / 2-sided ecosystem
Creators and the Consumers
Metric Categories
Adoption
Engagement
Retention
[not pictured]: create a table with 2 columns: Creators and Consumers and 3 rows: Adoption, Engagement, Retention.
Talked through and priori"See full answer
"How many shampoo bottles are sold in the US annually?
Assumption:
Shampoo for both male and female consumers
Population of US (330Mn)
Considering 50:50 Urban Rural breakdown
Urban: 165Mn
Rural: 165Mn
Considering only 10% of Rural consumers will be using shampoo, which gives 16.5Mn people
Urban: 165Mn
Considering 50:50 Male Female breakdown
Male: 82.5Mn
Male consumers using shampoo: 60% = 49.5Mn
Male consumers not using shampoo: 40% = 33Mn
Female: 82.5Mn
Female consumers using shampoo: 80%"
Saurao D. - "How many shampoo bottles are sold in the US annually?
Assumption:
Shampoo for both male and female consumers
Population of US (330Mn)
Considering 50:50 Urban Rural breakdown
Urban: 165Mn
Rural: 165Mn
Considering only 10% of Rural consumers will be using shampoo, which gives 16.5Mn people
Urban: 165Mn
Considering 50:50 Male Female breakdown
Male: 82.5Mn
Male consumers using shampoo: 60% = 49.5Mn
Male consumers not using shampoo: 40% = 33Mn
Female: 82.5Mn
Female consumers using shampoo: 80%"See full answer
"The North Star Metric for Google Photos should be: Monthly Active Users (MAUs) who successfully store, organize, or retrieve photos/videos.
Why?
This metric reflects Google Photos’ core value: helping users store, manage, and access their memories seamlessly. It ties user engagement with the platform's primary offerings: reliable storage, easy search, and organization.
Supporting Metrics:
User Engagement:
Monthly Active User (MAU) ratio: Growth and retention trends.
"
Brandy L. - "The North Star Metric for Google Photos should be: Monthly Active Users (MAUs) who successfully store, organize, or retrieve photos/videos.
Why?
This metric reflects Google Photos’ core value: helping users store, manage, and access their memories seamlessly. It ties user engagement with the platform's primary offerings: reliable storage, easy search, and organization.
Supporting Metrics:
User Engagement:
Monthly Active User (MAU) ratio: Growth and retention trends.
"See full answer
"I would start by asking a clarifying question - Is there a specific problem we are trying to solve? I want to get some guidance from the interviewer around the type of answer they're looking for or if there's specific paths they want us to take. Ultimately, I would start by identifying the users and moving through the process by identifying pain points and then potential solutions. It is important to start to get into the details of the solutions and features once pain points have been identifie"
Simer S. - "I would start by asking a clarifying question - Is there a specific problem we are trying to solve? I want to get some guidance from the interviewer around the type of answer they're looking for or if there's specific paths they want us to take. Ultimately, I would start by identifying the users and moving through the process by identifying pain points and then potential solutions. It is important to start to get into the details of the solutions and features once pain points have been identifie"See full answer
"Clarifying Questions (Noun, verb, and adjective)
Pixel
The Pixel Phone or are we talking about ore on the software?
Hardware or SoftwareINT: This can be applied to both areas
Best
Compared to other related phones on the market?
And do we have a specific time frame in mind?INT: we don’t really have a specific time frame maybe within the next couple of years.
Best means comparing to other phones out there.
Market
Best when it comes to a particular feature or overall the user experience within"
Kirubel D. - "Clarifying Questions (Noun, verb, and adjective)
Pixel
The Pixel Phone or are we talking about ore on the software?
Hardware or SoftwareINT: This can be applied to both areas
Best
Compared to other related phones on the market?
And do we have a specific time frame in mind?INT: we don’t really have a specific time frame maybe within the next couple of years.
Best means comparing to other phones out there.
Market
Best when it comes to a particular feature or overall the user experience within"See full answer