"Couple of Clarification Questions to be asked are:
Aim of the physical product
Retention/Encourage Loyalty
Attract new customers
Collect customer Data outside of the Airbnb ecosystem for better advertising and customer focus
User Base of Airbnb
Solotravellers - traveling to new places for exploring/solo travel
Business Travelers - Lot of business Travelers who own small/medium businesses and book their own travel can choose airbnb
Family gr"
Manas M. - "Couple of Clarification Questions to be asked are:
Aim of the physical product
Retention/Encourage Loyalty
Attract new customers
Collect customer Data outside of the Airbnb ecosystem for better advertising and customer focus
User Base of Airbnb
Solotravellers - traveling to new places for exploring/solo travel
Business Travelers - Lot of business Travelers who own small/medium businesses and book their own travel can choose airbnb
Family gr"See full answer
"Clarifying Questions:
Assume US Audience or Worldwide?
US Only
Assume short form content or long form content ?
Assume all
Premium or Ads Support ?
All
Solution:
US Population 300M
Will remove 70 ages as not relevant audience or not have access to YouTube = 60m
Leaving 240M.
Adoption of YouTube with remaining Population = 60% (including overlap and exclusion with other services e.g. Netflix)
Total Audience that watches YouTube daily = 144m (about half of US Populat"
Sumeet R. - "Clarifying Questions:
Assume US Audience or Worldwide?
US Only
Assume short form content or long form content ?
Assume all
Premium or Ads Support ?
All
Solution:
US Population 300M
Will remove 70 ages as not relevant audience or not have access to YouTube = 60m
Leaving 240M.
Adoption of YouTube with remaining Population = 60% (including overlap and exclusion with other services e.g. Netflix)
Total Audience that watches YouTube daily = 144m (about half of US Populat"See full answer
"I follow a variation of the RICE framework when prioritizing how I ship product features. I start by looking at:
Reach: Because the customer segmentation across our product portfolio is so similar, I tend to hold a lot of weight on product features that will maximize our customer reach with a minimal LOE.
Impact: After establishing which customer segments will benefit from the product feature, I determine the urgency and estimated impact on each customer segment based on customer i"
Ashley C. - "I follow a variation of the RICE framework when prioritizing how I ship product features. I start by looking at:
Reach: Because the customer segmentation across our product portfolio is so similar, I tend to hold a lot of weight on product features that will maximize our customer reach with a minimal LOE.
Impact: After establishing which customer segments will benefit from the product feature, I determine the urgency and estimated impact on each customer segment based on customer i"See full answer
"I was owning a very ambitious company-wide project of standardizing and modernizing the UI and UX of the platform. It was in development for a few years and eventually turned out to be a failure for the product. I term this as my biggest failure as a product manager.
So I worked for a company which had a suite of products. Each product had a different UX and UI. This resulted in nonuniformity across the suite and caused usability issues for our suite users. The idea was to have a standard exper"
Zafeer R. - "I was owning a very ambitious company-wide project of standardizing and modernizing the UI and UX of the platform. It was in development for a few years and eventually turned out to be a failure for the product. I term this as my biggest failure as a product manager.
So I worked for a company which had a suite of products. Each product had a different UX and UI. This resulted in nonuniformity across the suite and caused usability issues for our suite users. The idea was to have a standard exper"See full answer
"Weak point: suggested something that YouTube Music already does- offering the service free to Premium members. Rebounded by saying the lack of user awareness is a pain point and how it can be mitigated- by frequent check-ins by way of notifications and emails
Strong point: discussed overall strategies of global expansion, marketing and innovation with pros and cons for each approach. Settled on discussing an innovation piece combining ranked recommendation of YouTube music as well as personaliz"
Jazmia H. - "Weak point: suggested something that YouTube Music already does- offering the service free to Premium members. Rebounded by saying the lack of user awareness is a pain point and how it can be mitigated- by frequent check-ins by way of notifications and emails
Strong point: discussed overall strategies of global expansion, marketing and innovation with pros and cons for each approach. Settled on discussing an innovation piece combining ranked recommendation of YouTube music as well as personaliz"See full answer
Product Manager
Product Design
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarifying questions:
What is user frustration/ Define user frustration?
Was this qualitative feedback, or some reviews on playstore or support that we saw recently or some drop in metrics or increase in churn, or overall churn that we are addressing?
Let's assume frustration leads to users quitting the app and hence an increase in churn. This churn also indicates that users leaving the app after trying out a particular feature and not doing the core action of seeing the route from point A to p"
Ankita K. - "Clarifying questions:
What is user frustration/ Define user frustration?
Was this qualitative feedback, or some reviews on playstore or support that we saw recently or some drop in metrics or increase in churn, or overall churn that we are addressing?
Let's assume frustration leads to users quitting the app and hence an increase in churn. This churn also indicates that users leaving the app after trying out a particular feature and not doing the core action of seeing the route from point A to p"See full answer
"@Jacob, your videos are really good and helpful.
I want to know about the tool, you use for explaining the design in the videos."
anush - "@Jacob, your videos are really good and helpful.
I want to know about the tool, you use for explaining the design in the videos."See full answer
"From Product Management perspective:
I would first start with some clarifying questions.
Is this algorithm to be used across Play Store for all kinds of apps or for some specific catgeory of apps
What is the major objective. Are you entering a new market and hence objective is to capture market OR already in an existing market and want to maximise profit (since Google, most likely second objective)
I would like to experiment with algorithms and see results before finalising. This will nee"
Aditya S. - "From Product Management perspective:
I would first start with some clarifying questions.
Is this algorithm to be used across Play Store for all kinds of apps or for some specific catgeory of apps
What is the major objective. Are you entering a new market and hence objective is to capture market OR already in an existing market and want to maximise profit (since Google, most likely second objective)
I would like to experiment with algorithms and see results before finalising. This will nee"See full answer
"Restaurant Types
High-end
Fast-food
Regular
User Types
Restaurants – seeking operational efficiency and increased revenue.
Customers – categorized by group size and dining intent:
2–4 Friends/Family – casual dining.
Solo Diners – convenience and quick service.
Groups > 4 – shared orders and split bills.
Goal
Design a tablet solution to achieve product-market fit by addressing key pain points and driving high ad"
Brandy L. - "Restaurant Types
High-end
Fast-food
Regular
User Types
Restaurants – seeking operational efficiency and increased revenue.
Customers – categorized by group size and dining intent:
2–4 Friends/Family – casual dining.
Solo Diners – convenience and quick service.
Groups > 4 – shared orders and split bills.
Goal
Design a tablet solution to achieve product-market fit by addressing key pain points and driving high ad"See full answer
"I tried solving this problem and here is the recorded video for the answer.
https://www.youtube.com/watch?v=d1tOkeQjyI4
And here is the link to Excalidraw board - https://excalidraw.com/#json=uabNFHcZm5qNh8CInMvyh,Wn9Vf1ZhGdl_iBCQYFkYdw"
Rjj - "I tried solving this problem and here is the recorded video for the answer.
https://www.youtube.com/watch?v=d1tOkeQjyI4
And here is the link to Excalidraw board - https://excalidraw.com/#json=uabNFHcZm5qNh8CInMvyh,Wn9Vf1ZhGdl_iBCQYFkYdw"See full answer
"Clarify what the business goals of Spotify is
Depending on the stage, some companies care more about revenue growth, some about user growth and in rarer cases, about profit margins.
In the case of Spotify, the company is still in growth stage so I will make some assumptions that user growth is the most important, followed by monetization. Plus, margin is relatively fixed due to the contracts with recording labels
Recently, Spotify has invested heavily in podcast with goa"
Patrick B. - "Clarify what the business goals of Spotify is
Depending on the stage, some companies care more about revenue growth, some about user growth and in rarer cases, about profit margins.
In the case of Spotify, the company is still in growth stage so I will make some assumptions that user growth is the most important, followed by monetization. Plus, margin is relatively fixed due to the contracts with recording labels
Recently, Spotify has invested heavily in podcast with goa"See full answer
"YT threats →. Let's define threat - activities that reduce actual or growth rate for user base / watch time / $
User - what impacts user base, users’ watch time (why would users not use YT anymore?)
Competition - all apps that compete for users' time spent on digital entertainment (VOD, social media apps like tiktok, vMVPDs)
Safety, trust, privacy, digital well being
No relevant content
Distribution - platform bans, distribution deals falling through (eg smart TVs)"
Urvashi G. - "YT threats →. Let's define threat - activities that reduce actual or growth rate for user base / watch time / $
User - what impacts user base, users’ watch time (why would users not use YT anymore?)
Competition - all apps that compete for users' time spent on digital entertainment (VOD, social media apps like tiktok, vMVPDs)
Safety, trust, privacy, digital well being
No relevant content
Distribution - platform bans, distribution deals falling through (eg smart TVs)"See full answer
"A gas station is a place to refuel our cars to a set amount, pay for it, and get out.
What do we mean by great - do we want to revamp the experience of a gas station? Yes.
Who are we? Let's say we are one of the big oil dealerships in the US.
OK, so we are looking at building this in the US? Yes.
Is this for a specific type of gas station - for trucks, normal cars, or other special vehicles? Assume it's for normal cars.
We are a big oil dealership and we want to revamp our gas stations."
Gokul S. - "A gas station is a place to refuel our cars to a set amount, pay for it, and get out.
What do we mean by great - do we want to revamp the experience of a gas station? Yes.
Who are we? Let's say we are one of the big oil dealerships in the US.
OK, so we are looking at building this in the US? Yes.
Is this for a specific type of gas station - for trucks, normal cars, or other special vehicles? Assume it's for normal cars.
We are a big oil dealership and we want to revamp our gas stations."See full answer
"Clarification questions:
What does an increase in usage mean?
Microsoft wants to grow its market share in the browser segment
Why do you want to increase the usage?
Increase in IE usage would increase Bing advertising revenue
Are you targeting any specific platforms to increase usage in?
You tell me
Are there any geo's of specific interest?
worldwide
Would it be fair to assume that the increase in usage is represented with an increase in the metrics - "Increase in no. of requ"
P K. - "Clarification questions:
What does an increase in usage mean?
Microsoft wants to grow its market share in the browser segment
Why do you want to increase the usage?
Increase in IE usage would increase Bing advertising revenue
Are you targeting any specific platforms to increase usage in?
You tell me
Are there any geo's of specific interest?
worldwide
Would it be fair to assume that the increase in usage is represented with an increase in the metrics - "Increase in no. of requ"See full answer
"I will divide my answer in 2 parts:
Process I use for managing risks in any Project
I will explain a real life situation where a Risk occurred and how I managed it
Process for Risk Management can be broken down into 3 parts:
Risk Identification: Risk identification is a team effort and is an ongoing process that happens throughout the Project. Technical Risks are usually identified during design/build/testing stage. I maintain a Risk register document to capture all the risks identified"
Saket S. - "I will divide my answer in 2 parts:
Process I use for managing risks in any Project
I will explain a real life situation where a Risk occurred and how I managed it
Process for Risk Management can be broken down into 3 parts:
Risk Identification: Risk identification is a team effort and is an ongoing process that happens throughout the Project. Technical Risks are usually identified during design/build/testing stage. I maintain a Risk register document to capture all the risks identified"See full answer
"YouTube Goal -> Give voice to everyone and show them the world,
Video -> Shorts( Dominated by Shorts, Reels, Tiktok
Mid(1-25 Min). -> Youtube
Medium Long(60-90 Mins) -> [Opportunity]
Long(150-180 Mins) -> OTT Platform, Movies
Youtube can assist content creators on Youtube to make high-quality Film Like Videos without any Production Setup. Assisting Content Creators to create Movies with"
Anonymous Muskox - "YouTube Goal -> Give voice to everyone and show them the world,
Video -> Shorts( Dominated by Shorts, Reels, Tiktok
Mid(1-25 Min). -> Youtube
Medium Long(60-90 Mins) -> [Opportunity]
Long(150-180 Mins) -> OTT Platform, Movies
Youtube can assist content creators on Youtube to make high-quality Film Like Videos without any Production Setup. Assisting Content Creators to create Movies with"See full answer
"I would assume that this is similar to an intervals question. Meeting Rooms II (https://www.lintcode.com/problem/919/?fromId=203&_from=collection) on Leetcode seems like the closest comparison, it's a premium question so I linked Lintcode.
I'm assuming that we also need to just return the minimum number of cars used. You need to sort for the most optimal solution, so you're constrained by an O(nlogn) time complexity. So any sorting solution could work (using a heap, sorting the array input arra"
Sohum S. - "I would assume that this is similar to an intervals question. Meeting Rooms II (https://www.lintcode.com/problem/919/?fromId=203&_from=collection) on Leetcode seems like the closest comparison, it's a premium question so I linked Lintcode.
I'm assuming that we also need to just return the minimum number of cars used. You need to sort for the most optimal solution, so you're constrained by an O(nlogn) time complexity. So any sorting solution could work (using a heap, sorting the array input arra"See full answer