"Let’s pick SFO (because it's a stupid choice.. probably easier if you pick a smaller airport)
We know each passenger has to go through the scan at least once
We can assume 10% of passengers go through twice
People only go through scans when they depart but not when they arrive
International planes are bigger so carry more people so need to calculate separately
Approach
Estimate how many gates there are
Estimate airport operation hours
Estimate the numbe"
Jax H. - "Let’s pick SFO (because it's a stupid choice.. probably easier if you pick a smaller airport)
We know each passenger has to go through the scan at least once
We can assume 10% of passengers go through twice
People only go through scans when they depart but not when they arrive
International planes are bigger so carry more people so need to calculate separately
Approach
Estimate how many gates there are
Estimate airport operation hours
Estimate the numbe"See full answer
"Assumptions:
User type: school children living in the USA.
Form factor: mobile app on iOS and Android
Problem statement
School children all across the country visit museums 2-4 times in a year. The museums have info on the contents and layout but that is static.
Key value proposition of product is to guide users through the museum
Internal company assessment
Let's assume the interview is at Google. Google's mission is to organise the world's information so this problem aligns with"
Rahul J. - "Assumptions:
User type: school children living in the USA.
Form factor: mobile app on iOS and Android
Problem statement
School children all across the country visit museums 2-4 times in a year. The museums have info on the contents and layout but that is static.
Key value proposition of product is to guide users through the museum
Internal company assessment
Let's assume the interview is at Google. Google's mission is to organise the world's information so this problem aligns with"See full answer
"NPS is the Net Promoter Score. It basically measures if the users will promote or recommend our product or not.
Do we have any timelines for this?
Also Amazon as in the Amazon MarketPlace right?
So to improve NPS, we need to improve the customer experience and keep them more engaged. So lets focus on improving engagement.
Mission of Amazon - Help users get any and everything by just clicking some buttons at their doorstep.
Users
Demographics - Teenagers, Young Adults, Adults, Oldies
Pro"
Namrata L. - "NPS is the Net Promoter Score. It basically measures if the users will promote or recommend our product or not.
Do we have any timelines for this?
Also Amazon as in the Amazon MarketPlace right?
So to improve NPS, we need to improve the customer experience and keep them more engaged. So lets focus on improving engagement.
Mission of Amazon - Help users get any and everything by just clicking some buttons at their doorstep.
Users
Demographics - Teenagers, Young Adults, Adults, Oldies
Pro"See full answer
"
CQ: 1. Understanding of Google search and the way ads are being displayed today.
What kind of subscription model are we thinking of: same as youtube
I talked about Google search as a flagship product of google. % of revenue generated from ads. Other search engines and there % share in the market. Other players such as Facebook whose 99% revenue is from ads.
Talked about Google Mission and alignment of the ads with Google mission
Pro Con list of subscription versus ads
User exp.
2."
Veronica S. - "
CQ: 1. Understanding of Google search and the way ads are being displayed today.
What kind of subscription model are we thinking of: same as youtube
I talked about Google search as a flagship product of google. % of revenue generated from ads. Other search engines and there % share in the market. Other players such as Facebook whose 99% revenue is from ads.
Talked about Google Mission and alignment of the ads with Google mission
Pro Con list of subscription versus ads
User exp.
2."See full answer
"Full travel packages. Flight + hotel + experiences.
They have all the data in the world to scrape to see some of the top places to visit in each city or country. Coupled with the ability to find the cheapest flights to make these trips affordable."
Patrick K. - "Full travel packages. Flight + hotel + experiences.
They have all the data in the world to scrape to see some of the top places to visit in each city or country. Coupled with the ability to find the cheapest flights to make these trips affordable."See full answer
Product Manager
Product Design
+1 more
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Proposed Solution: Awareness and Control Features
Algorithm Awareness Campaign Educational Content: Create short videos explaining how the algorithm works to enhance user experience.
Transparency Reports: Regular updates on algorithm changes to keep users informed.
User-Controlled Engagement Settings Customizable Feed Options: Allow users to adjust content preferences and limit certain types of videos.
Time Management Tools: Introduce reminders for screen time limits an"
Jaswanth P. - "Proposed Solution: Awareness and Control Features
Algorithm Awareness Campaign Educational Content: Create short videos explaining how the algorithm works to enhance user experience.
Transparency Reports: Regular updates on algorithm changes to keep users informed.
User-Controlled Engagement Settings Customizable Feed Options: Allow users to adjust content preferences and limit certain types of videos.
Time Management Tools: Introduce reminders for screen time limits an"See full answer
"My company was acquired and I was responsible for planning and managing a transition & integration of custom real-time time-series data and event capture software.
I worked with lab scientists (who were running the instruments from which the data would be captured) to understand their unique needs compared to the use cases the software was originally written and deployed for.
I wrote proposals for integrating specific components of the software and abandoning others, receiving review and a"
Marwan O. - "My company was acquired and I was responsible for planning and managing a transition & integration of custom real-time time-series data and event capture software.
I worked with lab scientists (who were running the instruments from which the data would be captured) to understand their unique needs compared to the use cases the software was originally written and deployed for.
I wrote proposals for integrating specific components of the software and abandoning others, receiving review and a"See full answer
"You should be able to identify this as a Strategy Question, which asks you to justify high-level business decisions and strategy. Here are some ideas for risks to Airbnb:
Regulation
> I believe the biggest risk to Airbnb is regulation, both from local and foreign governments. Already, Airbnb is subject to onerous laws in foreign countries. For example, homes in London can only be booked for a total of 90 days in London, and in Japan hosts must apply and register their listing with the gov"
Exponent - "You should be able to identify this as a Strategy Question, which asks you to justify high-level business decisions and strategy. Here are some ideas for risks to Airbnb:
Regulation
> I believe the biggest risk to Airbnb is regulation, both from local and foreign governments. Already, Airbnb is subject to onerous laws in foreign countries. For example, homes in London can only be booked for a total of 90 days in London, and in Japan hosts must apply and register their listing with the gov"See full answer
"Lyft’s mission: To become the world’s best transportation company
CQ:
· Region: USA
· Metrics to improve: Engagement
User persona:
· Passengers
· Drivers
Will consider passengers persona for this case.
Use case / pain points:
Exact pick up location is not visible on the map
Not able to communicate exact location to the driver due to unknown location
How to change the pick-up location in case passenger has to move around
Features:
Passenger can share a pictur"
Kena K. - "Lyft’s mission: To become the world’s best transportation company
CQ:
· Region: USA
· Metrics to improve: Engagement
User persona:
· Passengers
· Drivers
Will consider passengers persona for this case.
Use case / pain points:
Exact pick up location is not visible on the map
Not able to communicate exact location to the driver due to unknown location
How to change the pick-up location in case passenger has to move around
Features:
Passenger can share a pictur"See full answer
"Clarifying questions and Assumptions
ChatGPT search means the search function inside the chat app? OR ChatGPT search Chrome extension? Assumption: Search inside the chat app.
Is there any location restriction in this analysis? Assumption: USA only.
Is there any user segment restriction in this analysis? Assumption: All user segments.
Are we assuming the ChatGPT search already exists or going back in time before the ChatGPT search existed? Assumption: Go back in time"
Darpan D. - "Clarifying questions and Assumptions
ChatGPT search means the search function inside the chat app? OR ChatGPT search Chrome extension? Assumption: Search inside the chat app.
Is there any location restriction in this analysis? Assumption: USA only.
Is there any user segment restriction in this analysis? Assumption: All user segments.
Are we assuming the ChatGPT search already exists or going back in time before the ChatGPT search existed? Assumption: Go back in time"See full answer
"Asked clarifying questions to understand why we want to do this. Said building is too labor intensive and AirBnB has years of experience in this. Said buying a company is probably too expensive and doesn't address why we're doing this to begin with. I said partnering with a travel company might be the best move."
Andrea M. - "Asked clarifying questions to understand why we want to do this. Said building is too labor intensive and AirBnB has years of experience in this. Said buying a company is probably too expensive and doesn't address why we're doing this to begin with. I said partnering with a travel company might be the best move."See full answer
"For Xbox, the next-generation product I propose is a virtual reality headset. The rationale is threefold:
Industry Trends: Competitors like Meta and Apple are investing heavily in VR/AR, signaling strong market potential.
Xbox Legacy: Xbox has a history of pushing innovation in gaming hardware (e.g., Kinect), and VR represents the next frontier beyond traditional consoles.
Strategic Need: With console sales flattening, Xbox must expand into new experiences that deepen engagement and different"
Anonymous Stork - "For Xbox, the next-generation product I propose is a virtual reality headset. The rationale is threefold:
Industry Trends: Competitors like Meta and Apple are investing heavily in VR/AR, signaling strong market potential.
Xbox Legacy: Xbox has a history of pushing innovation in gaming hardware (e.g., Kinect), and VR represents the next frontier beyond traditional consoles.
Strategic Need: With console sales flattening, Xbox must expand into new experiences that deepen engagement and different"See full answer
"Clarify:
Is this an app that we want to house within the FB ecosystem, or will this be a standalone app?
When we say food delivery, do we mean meals that are ready to eat? Groceries? Convenience store items?
Assumptions: Let's make some assumptions here:
App will not be housed in with FB ecosystem. This is not even an app associated with FB.
Food delivery will be defined as delivering meal(s) that are ready to eat when you receive them
**Goal: Take on the incumbents by addressi"
Jonathan O. - "Clarify:
Is this an app that we want to house within the FB ecosystem, or will this be a standalone app?
When we say food delivery, do we mean meals that are ready to eat? Groceries? Convenience store items?
Assumptions: Let's make some assumptions here:
App will not be housed in with FB ecosystem. This is not even an app associated with FB.
Food delivery will be defined as delivering meal(s) that are ready to eat when you receive them
**Goal: Take on the incumbents by addressi"See full answer
"In order to train a machine learning model for license plate detection, which is essentially image recognition, I would first need a large labeled dataset of images featuring license plates. From hereon, I would use a model architecture suitable for image-related tasks, like CNNs (Convolutional Neural Networks).
When it comes to deploying the model, I would first optimize it, aiming for the best balance between speed and accuracy. Depending on the specifications, the model could be deployed eith"
Surbhi G. - "In order to train a machine learning model for license plate detection, which is essentially image recognition, I would first need a large labeled dataset of images featuring license plates. From hereon, I would use a model architecture suitable for image-related tasks, like CNNs (Convolutional Neural Networks).
When it comes to deploying the model, I would first optimize it, aiming for the best balance between speed and accuracy. Depending on the specifications, the model could be deployed eith"See full answer
"I would start with few clarifying questions for the investigation and diagnosis of the problem.
Timing and volume:
For how long is the peak surge being noticed? Past few days / weeks / months?
Clarify about 'certain times'. Is it weekday Morning (Peak), Morning (off peak), Afternoon, Afternoon (peak), Evening (peak), Evening (off peak) or weekend?
Do we info on vehicle type that have the most volume? Cars, trucks, commercial vehicles, etc.,
Location and convenience of the gas st"
Krishnan S. - "I would start with few clarifying questions for the investigation and diagnosis of the problem.
Timing and volume:
For how long is the peak surge being noticed? Past few days / weeks / months?
Clarify about 'certain times'. Is it weekday Morning (Peak), Morning (off peak), Afternoon, Afternoon (peak), Evening (peak), Evening (off peak) or weekend?
Do we info on vehicle type that have the most volume? Cars, trucks, commercial vehicles, etc.,
Location and convenience of the gas st"See full answer
"What age of kid we are speaking about? Lets assume 5-10 years
what messenger app are we talking about? you can choose
Who is creating the feature? you can choose
Finally, do we have any constraints? no, please, just imagine
ok. so I think company's goal should be giving the tools for building communities among the youngest ones.
First I want to issue what is Kids messenger app. I have kid of 5 years old and among my friends there are only few with gudgets that can provide messenger f"
Yulia D. - "What age of kid we are speaking about? Lets assume 5-10 years
what messenger app are we talking about? you can choose
Who is creating the feature? you can choose
Finally, do we have any constraints? no, please, just imagine
ok. so I think company's goal should be giving the tools for building communities among the youngest ones.
First I want to issue what is Kids messenger app. I have kid of 5 years old and among my friends there are only few with gudgets that can provide messenger f"See full answer