"Clarifying questions:
What is the objective of the GTM strategy? User acquisition? User retention?
Who is the target audience of the GTM?
What is the period we are looking at? Short term or long term?
Assumption: Launched YouTube Shorts in South East Asia, measuring success of the user adoption and retention in one month and six month.
Before we proceed, wanted to check whether we have any benchmark performance from past YouTube's GTM targeting creators? Say, Live stream on YouTube?
"
Judy W. - "Clarifying questions:
What is the objective of the GTM strategy? User acquisition? User retention?
Who is the target audience of the GTM?
What is the period we are looking at? Short term or long term?
Assumption: Launched YouTube Shorts in South East Asia, measuring success of the user adoption and retention in one month and six month.
Before we proceed, wanted to check whether we have any benchmark performance from past YouTube's GTM targeting creators? Say, Live stream on YouTube?
"See full answer
"TikTok → short-form video platform where users share, post, comment, and like each other’s videos
Clarifying Questions
Define Active → Users who are opening the app at least once a day for a particular duration say 1 min
Geography? Consider India for this case
Is the source/BI Tool where we saw the drop valid enough?
TikTok is both on the app as well as browser - Where are we seeing the drop?
Is there a particular platform wherein we are seeing the drop? Android or iOS
New"
Disha - "TikTok → short-form video platform where users share, post, comment, and like each other’s videos
Clarifying Questions
Define Active → Users who are opening the app at least once a day for a particular duration say 1 min
Geography? Consider India for this case
Is the source/BI Tool where we saw the drop valid enough?
TikTok is both on the app as well as browser - Where are we seeing the drop?
Is there a particular platform wherein we are seeing the drop? Android or iOS
New"See full answer
"Why is it answered like a Product Design Question? Shouldn't this be a strategy type answer analyzing the pros/cons of the service etc.?"
Aditya O. - "Why is it answered like a Product Design Question? Shouldn't this be a strategy type answer analyzing the pros/cons of the service etc.?"See full answer
"A project charter is a formal document that authorizes a project and outlines its objectives, scope, stakeholders, and key details. It serves as an agreement among stakeholders and provides a clear foundation for the project by defining what needs to be done and why. Typically, the project sponsor issues the project charter to the project manager or team, formally initiating the project.
A project charter typically includes the following key elements to ensure a comprehensive and clear unde"
Jatin S. - "A project charter is a formal document that authorizes a project and outlines its objectives, scope, stakeholders, and key details. It serves as an agreement among stakeholders and provides a clear foundation for the project by defining what needs to be done and why. Typically, the project sponsor issues the project charter to the project manager or team, formally initiating the project.
A project charter typically includes the following key elements to ensure a comprehensive and clear unde"See full answer
"Clarifying questions:
Can you please clarify inflight ads? Are you referring to the Ads shown on the screens/TVs available for each seat on an airplane? Ans: Yes.
International flights or domestic? Ans: You pick. ( I picked US domestic)
Are you targeting any specific airline? Ans: No. All airlines.
Any specific type of ads such as banner ads, video ads etc? Ans: Video
We can calculate market size in two ways:
By calculating number of flights flying per day in the US * seat avai"
Vaidehi P. - "Clarifying questions:
Can you please clarify inflight ads? Are you referring to the Ads shown on the screens/TVs available for each seat on an airplane? Ans: Yes.
International flights or domestic? Ans: You pick. ( I picked US domestic)
Are you targeting any specific airline? Ans: No. All airlines.
Any specific type of ads such as banner ads, video ads etc? Ans: Video
We can calculate market size in two ways:
By calculating number of flights flying per day in the US * seat avai"See full answer
Estimation
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Google Pay currently makes money from a small percentage of interchange from each transaction. They also make money with Mobile recharge sim card fees.
Questions
Do we have a timeframe for this?
How could we 10x this?
Let's think about Alphabet's goal and vision to make the world more accessible and useful. To 10x it, we will need a combination of improvements, new revenue sources, and some paradigm shifting thinking.
The goal in this case is monetization, and a steep on at t"
Jeff H. - "Google Pay currently makes money from a small percentage of interchange from each transaction. They also make money with Mobile recharge sim card fees.
Questions
Do we have a timeframe for this?
How could we 10x this?
Let's think about Alphabet's goal and vision to make the world more accessible and useful. To 10x it, we will need a combination of improvements, new revenue sources, and some paradigm shifting thinking.
The goal in this case is monetization, and a steep on at t"See full answer
"To model ROI for a product launch, the first step is to define the timeline you're targeting Example 6 months post-launch, 1 year, or even 5 years.
Tip: Start with a 1-year ROI projection to estimate near-term returns, and build a 3-year projection to evaluate growth and scalability.
ROI is essentially the net return over that period:
Profit=Revenue (within timeline)−Total Cost (from project start)
Total Cost includes both fixed and variable costs incurred since t"
Himanshu G. - "To model ROI for a product launch, the first step is to define the timeline you're targeting Example 6 months post-launch, 1 year, or even 5 years.
Tip: Start with a 1-year ROI projection to estimate near-term returns, and build a 3-year projection to evaluate growth and scalability.
ROI is essentially the net return over that period:
Profit=Revenue (within timeline)−Total Cost (from project start)
Total Cost includes both fixed and variable costs incurred since t"See full answer
"I understand this is more focused on ML. However, I have a system question. If users allow us to access their location, or they send location via text box, could we use CDNs for the search without hitting our database? We only query the database when we have zero information on location. Other questions: does embedding always guarantee information on location? Do we discharge the user images after we return a prediction? I heard the feedback that we should keep it for future learning. What would"
Bini T. - "I understand this is more focused on ML. However, I have a system question. If users allow us to access their location, or they send location via text box, could we use CDNs for the search without hitting our database? We only query the database when we have zero information on location. Other questions: does embedding always guarantee information on location? Do we discharge the user images after we return a prediction? I heard the feedback that we should keep it for future learning. What would"See full answer
"Clarification - is it Uber that is building the feature? Answer: Yes
Assuming if Uber is the one building this feature, I would start with if and how does the feature help Uber's mission and north star metrics. Uber's mission is to provide reliable transportation around the world and the primary metric that i can think on a high level is Number of rides , Number of drivers and from business revenue perspective revenue per ride, revenue per rider and driver. I picked revenue per ride because it"
Ramesh Y. - "Clarification - is it Uber that is building the feature? Answer: Yes
Assuming if Uber is the one building this feature, I would start with if and how does the feature help Uber's mission and north star metrics. Uber's mission is to provide reliable transportation around the world and the primary metric that i can think on a high level is Number of rides , Number of drivers and from business revenue perspective revenue per ride, revenue per rider and driver. I picked revenue per ride because it"See full answer
"I would always pick a specific product and make a case. Answering this question without a specific product in mind makes the answer unstructured in my opinion. For instance, I would pick Gmail as an example to answer this and structure my response.
Clarifications & Assumptions
Let us pick a specific product and structure our response - for instance - let us pick Gmail as the product that you want to analyse and make a Go / No Recommendation to Sunset the Product.
Overall Google Revenu"
Karthik M. - "I would always pick a specific product and make a case. Answering this question without a specific product in mind makes the answer unstructured in my opinion. For instance, I would pick Gmail as an example to answer this and structure my response.
Clarifications & Assumptions
Let us pick a specific product and structure our response - for instance - let us pick Gmail as the product that you want to analyse and make a Go / No Recommendation to Sunset the Product.
Overall Google Revenu"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
"
from typing import List
def createindexmap(array: List[int]) -> dict:
index_map={}
for i,value in enumerate(array):
if value not in index_map:
index_map[value]=[]
index_map[value].append(i)
return index_map
def find_first(array: List[int], num: int) -> int:
indexmap=createindex_map(array)
if num in index_map:
return min(index_map[num])
else:
return -1
# pass # your code goes here
start=0
end=l"
Rahul B. - "
from typing import List
def createindexmap(array: List[int]) -> dict:
index_map={}
for i,value in enumerate(array):
if value not in index_map:
index_map[value]=[]
index_map[value].append(i)
return index_map
def find_first(array: List[int], num: int) -> int:
indexmap=createindex_map(array)
if num in index_map:
return min(index_map[num])
else:
return -1
# pass # your code goes here
start=0
end=l"See full answer
"\\\Start by saying thanks for the questions\\\
Apple maps is a utility product that allows users to navigate from point A to point B and find transit. It is exclusive to Apple devices
Ask Clarifying QQ -
What is the definition of the business owner - <500,000 USD in revenue per year
Why you are targeting this segment - Apple maps can be a platform of choice for the business owners
Why the current consumer version is not suitable - Not suitable to the needs of the SMB
How do you define"
Product V. - "\\\Start by saying thanks for the questions\\\
Apple maps is a utility product that allows users to navigate from point A to point B and find transit. It is exclusive to Apple devices
Ask Clarifying QQ -
What is the definition of the business owner - <500,000 USD in revenue per year
Why you are targeting this segment - Apple maps can be a platform of choice for the business owners
Why the current consumer version is not suitable - Not suitable to the needs of the SMB
How do you define"See full answer
"Clarification questions
Is this a new app or an existing one? - new
Is this going to be part of fb or stand-alone - fb
app or web - app
geo - any/US
consider pre covid or covid - covid
Grocery store - physical or online store? - physical store
FB mission - connect people together
The goal of the grocery store - help local stores to connect with users and drive more revenue
Users
Shoppers
13 - 21 - limited shopping power
21 to 50 - tech-savvy, a fb account already.
50+ - not"
Mahesh M. - "Clarification questions
Is this a new app or an existing one? - new
Is this going to be part of fb or stand-alone - fb
app or web - app
geo - any/US
consider pre covid or covid - covid
Grocery store - physical or online store? - physical store
FB mission - connect people together
The goal of the grocery store - help local stores to connect with users and drive more revenue
Users
Shoppers
13 - 21 - limited shopping power
21 to 50 - tech-savvy, a fb account already.
50+ - not"See full answer
"You are working on a SaaS product that currently uses Basic Authentication (username/password) for API and application access. The security and compliance teams have mandated moving to a more secure, modern authentication mechanism — OIDC (OpenID Connect). Design the authentication system migration from Basic Authentication to OIDC. Discuss the architecture changes, the migration approach, and the rollout strategy. What are the technical challenges, impacts on customers, backward compatibility"
Anonymous Stork - "You are working on a SaaS product that currently uses Basic Authentication (username/password) for API and application access. The security and compliance teams have mandated moving to a more secure, modern authentication mechanism — OIDC (OpenID Connect). Design the authentication system migration from Basic Authentication to OIDC. Discuss the architecture changes, the migration approach, and the rollout strategy. What are the technical challenges, impacts on customers, backward compatibility"See full answer