"Clarifying questions:
What city/ country are we talking about?
Indian metro.
What all counts as a grocery store? Do have to cover dark stores as well which are not open to public?
Only consider all grocery stores where public pick up is allowed.
Do we have to include hyper markets/ super markets as well or only smaller stores?
Include both.
Okay, so I would be considering the Indian metro of Bangalore here.
The overall equation is , **total number of grocery stores = Number of small grocer"
Kartikeya N. - "Clarifying questions:
What city/ country are we talking about?
Indian metro.
What all counts as a grocery store? Do have to cover dark stores as well which are not open to public?
Only consider all grocery stores where public pick up is allowed.
Do we have to include hyper markets/ super markets as well or only smaller stores?
Include both.
Okay, so I would be considering the Indian metro of Bangalore here.
The overall equation is , **total number of grocery stores = Number of small grocer"See full answer
"At RTI while working on content-based recommender system on our ecommerce site, we received request from one of our distributor clients to make the system not only suggest products based on their purchasing history but also exclusively push higher priced items, regardless of their actual needs or demand patterns, it was challenging situation because it contradicted the primary purpose of our system, which was value based, patient centric product recommendations.
To understand in this situation i"
Vihari K. - "At RTI while working on content-based recommender system on our ecommerce site, we received request from one of our distributor clients to make the system not only suggest products based on their purchasing history but also exclusively push higher priced items, regardless of their actual needs or demand patterns, it was challenging situation because it contradicted the primary purpose of our system, which was value based, patient centric product recommendations.
To understand in this situation i"See full answer
"Questions
Couple of questions to make sure we are on the same page with respect to my overall product understanding and its positioning in the market.
Product understanding: FB Pay is a Payment/ Wallet offering using which customers can securely make peer-to-peer payments using Messenger/WhatsApp or even make purchases on FB / Instagram etc. Also, competitors with similar offerings are Apple Pay, Google Pay (to name a few). Is this a fair understanding of the product?
Ans: Yes.
Cu"
Shyla R. - "Questions
Couple of questions to make sure we are on the same page with respect to my overall product understanding and its positioning in the market.
Product understanding: FB Pay is a Payment/ Wallet offering using which customers can securely make peer-to-peer payments using Messenger/WhatsApp or even make purchases on FB / Instagram etc. Also, competitors with similar offerings are Apple Pay, Google Pay (to name a few). Is this a fair understanding of the product?
Ans: Yes.
Cu"See full answer
"This is my first attempt at an estimation question, any feedback is appreciated.
I'd like to clarify if AirBNB's core services would include user reservations on its web/mobile platform on a per night basis. I'd also assume if we would to estimate the topline revenue (or gross merchandise sales) without factoring operational expenses and taxes. I'd also clarify if basing my estimation on revenue from its largest marketplace, US, is reasonable.
Population of US - 350 MM
Avg Household size - 2.5"
Saleel P. - "This is my first attempt at an estimation question, any feedback is appreciated.
I'd like to clarify if AirBNB's core services would include user reservations on its web/mobile platform on a per night basis. I'd also assume if we would to estimate the topline revenue (or gross merchandise sales) without factoring operational expenses and taxes. I'd also clarify if basing my estimation on revenue from its largest marketplace, US, is reasonable.
Population of US - 350 MM
Avg Household size - 2.5"See full answer
"Start with OpenTable's goal: making reservations easier for customers. If user's are having bad experiences then that impacts the key metrics ( # of bookings), create a negative brand perception with the potential to lose customers.
Focus on ecosystem: customers making reservations & merchants/businesses each have different pain points. For the sake of time, focus on customer's experience.
Post Booking User Flow
User receives a post booking confirmation (date/time"
Danyal R. - "Start with OpenTable's goal: making reservations easier for customers. If user's are having bad experiences then that impacts the key metrics ( # of bookings), create a negative brand perception with the potential to lose customers.
Focus on ecosystem: customers making reservations & merchants/businesses each have different pain points. For the sake of time, focus on customer's experience.
Post Booking User Flow
User receives a post booking confirmation (date/time"See full answer
Product Manager
Analytical
+1 more
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"As a Product Manager for Instagram Reels, understanding Meta's investment in this product requires considering the broader competitive landscape, primarily TikTok, and Instagram's monetization strategy through ads. The focus on Reels is a strategic move to capture a share of the short-form video market, increase user engagement, and drive ad revenue.
Lets start with why Meta invested in Instagram reels
1. Competing with TikTok:
TikTok's explosive growth in the short-form video space pose"
R K. - "As a Product Manager for Instagram Reels, understanding Meta's investment in this product requires considering the broader competitive landscape, primarily TikTok, and Instagram's monetization strategy through ads. The focus on Reels is a strategic move to capture a share of the short-form video market, increase user engagement, and drive ad revenue.
Lets start with why Meta invested in Instagram reels
1. Competing with TikTok:
TikTok's explosive growth in the short-form video space pose"See full answer
"When I transitioned from the Analytics team to the Product team, I faced challenges in gaining the trust of the engineering team. Having previously worked with them in a role where I provided insights rather than defining their priorities, they were initially hesitant to accept my inputs in my new role. This led to some misalignment, as they chose to focus on tasks independently rather than incorporating my recommendations.
Recognizing the need to build credibility, I took a proactive approach."
Shahrukh K. - "When I transitioned from the Analytics team to the Product team, I faced challenges in gaining the trust of the engineering team. Having previously worked with them in a role where I provided insights rather than defining their priorities, they were initially hesitant to accept my inputs in my new role. This led to some misalignment, as they chose to focus on tasks independently rather than incorporating my recommendations.
Recognizing the need to build credibility, I took a proactive approach."See full answer
"Clarifying questions
Are we referring to the credit card users of a particular card company or the overall number of users? : Overall number
And we are referring to the number of unique users right, as in a person may have more than 1 card? : yes
Can I assume the time setting of the question to be 2024? : Yes
Thanks. Here's how I would approach this.
India's total population = 1.4 Bn
I know for a fact that in India only 2.5% of population pays income tax.
A salaried employee who doe"
Kartikeya N. - "Clarifying questions
Are we referring to the credit card users of a particular card company or the overall number of users? : Overall number
And we are referring to the number of unique users right, as in a person may have more than 1 card? : yes
Can I assume the time setting of the question to be 2024? : Yes
Thanks. Here's how I would approach this.
India's total population = 1.4 Bn
I know for a fact that in India only 2.5% of population pays income tax.
A salaried employee who doe"See full answer
"Clarifying questions:
How much is the decline?
Since when have sales been declining?
Make sure that it has correlation with competition and not a premature assumption that can come from something internal (not external competition).
Is it all the stores? What is the variation in the dicline?
If you have stores that have 20% less sales vs some that are steady, it might be something related to the store experience specifically.
How does the decrease in sales compare to cities that ha"
Natalia N. - "Clarifying questions:
How much is the decline?
Since when have sales been declining?
Make sure that it has correlation with competition and not a premature assumption that can come from something internal (not external competition).
Is it all the stores? What is the variation in the dicline?
If you have stores that have 20% less sales vs some that are steady, it might be something related to the store experience specifically.
How does the decrease in sales compare to cities that ha"See full answer
"The question given is intentionally very open ended. As the key phrases used are "air travel" which can encompass all parts of the journey not just the airport or flight experience & "improve the perception" which doesn't necessarily require fixing the problem (although you'd hope that was part of the conclusion). In addition, the constraints of time (1-year) and resources ($10M) means you must be very prescriptive.
As such I think it'd be important to ask the following clarifying questions"
Kevin S. - "The question given is intentionally very open ended. As the key phrases used are "air travel" which can encompass all parts of the journey not just the airport or flight experience & "improve the perception" which doesn't necessarily require fixing the problem (although you'd hope that was part of the conclusion). In addition, the constraints of time (1-year) and resources ($10M) means you must be very prescriptive.
As such I think it'd be important to ask the following clarifying questions"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
"Clarifying my assumptions first, i.e. "Technical contributions are not just writing or reviewing code".
Answer :
My contributions to any program I lead as a TPM are as follows :
Inputs towards design, architecture review, mapping requirements to the proposed design, reviewing the implementation strategy w.r.t scalable solution, Writing core user-centric test scenarios, Validating proposed design vs implementation estimates vs initial planning. etc...
Example :
Situation: We are a"
DM - "Clarifying my assumptions first, i.e. "Technical contributions are not just writing or reviewing code".
Answer :
My contributions to any program I lead as a TPM are as follows :
Inputs towards design, architecture review, mapping requirements to the proposed design, reviewing the implementation strategy w.r.t scalable solution, Writing core user-centric test scenarios, Validating proposed design vs implementation estimates vs initial planning. etc...
Example :
Situation: We are a"See full answer
"I would apply the CIRCLES framework to this problem.
Context: The mortgage industry is based on front to broken back-office operational processes, fragmented data, rates war, non-clarity on appraisal. The coming age of digital savvy Millenials who wants a one-stop shop for all their banking needs in a techno-savy way will pave the way for mortgage disruption.
Goal: Metrics to optimize - increase market share in Loan origination, increase revue and increase customer stickiness on the plat"
Kunal M. - "I would apply the CIRCLES framework to this problem.
Context: The mortgage industry is based on front to broken back-office operational processes, fragmented data, rates war, non-clarity on appraisal. The coming age of digital savvy Millenials who wants a one-stop shop for all their banking needs in a techno-savy way will pave the way for mortgage disruption.
Goal: Metrics to optimize - increase market share in Loan origination, increase revue and increase customer stickiness on the plat"See full answer
"PS: Below is my solution. Appreciate if you can provide feedback to improve
Followup Questions:
Are you referring to Credit Cards or Debit Cards?
Assuming it's about Credit Card
Why does Capital One want to issue Virtual Cards? (want to know any specific goal in mind)
Want to improve security standards which will result in more usage (user purchases)
Which user segments do you want to target? (Want to if they are focusing value from a specific user segment)?
Assuming they are focu"
Naga M. - "PS: Below is my solution. Appreciate if you can provide feedback to improve
Followup Questions:
Are you referring to Credit Cards or Debit Cards?
Assuming it's about Credit Card
Why does Capital One want to issue Virtual Cards? (want to know any specific goal in mind)
Want to improve security standards which will result in more usage (user purchases)
Which user segments do you want to target? (Want to if they are focusing value from a specific user segment)?
Assuming they are focu"See full answer
"Let's split the experience in four parts:
Time between order is placed and order is waiting to be prepped by the shopper.
Time between order is prepped by the shopper and ready to be picked by the driver.
Time when it's out for delivery.
Post delivery experience.
Now lets think through what can do wrong? How do we define wrong?
A wrong would be anything where a customer has a negative experience. Let's dive into the when things could potentially go wrong.
**order is placed and"
Pree M. - "Let's split the experience in four parts:
Time between order is placed and order is waiting to be prepped by the shopper.
Time between order is prepped by the shopper and ready to be picked by the driver.
Time when it's out for delivery.
Post delivery experience.
Now lets think through what can do wrong? How do we define wrong?
A wrong would be anything where a customer has a negative experience. Let's dive into the when things could potentially go wrong.
**order is placed and"See full answer
"What can be a camera ?
point and shoot camera - to capture events
Video camera - to record events
Surveillance camera - cctv camera to monitor movements
Elderly
above 65 (male and female) with or without any medical condition
Elderly can be tech-savvy but majority would be non-tech savvy.
We can also further look to segment this customer base as elderly who are
Living with their Children
Living in foster care
Living alone
For the moment , i would restrict the geo"
Max V. - "What can be a camera ?
point and shoot camera - to capture events
Video camera - to record events
Surveillance camera - cctv camera to monitor movements
Elderly
above 65 (male and female) with or without any medical condition
Elderly can be tech-savvy but majority would be non-tech savvy.
We can also further look to segment this customer base as elderly who are
Living with their Children
Living in foster care
Living alone
For the moment , i would restrict the geo"See full answer
"Clarifying question: may I assume that this would be for all new units that Roku would be selling? Ie. they wouldn't be sending new remotes to existing Roku customers? (assume interviewer agrees)
Here's how I would approach this analysis:
Identify purpose and value of this button for customers
Identify the purpose and value for HBO/Max and Roku
Posit: HBO should be willing to pay up to the value that HBO/Max gets minus potential discount by Roku for the value that Roku would get
Pre"
Anonymous Sparrow - "Clarifying question: may I assume that this would be for all new units that Roku would be selling? Ie. they wouldn't be sending new remotes to existing Roku customers? (assume interviewer agrees)
Here's how I would approach this analysis:
Identify purpose and value of this button for customers
Identify the purpose and value for HBO/Max and Roku
Posit: HBO should be willing to pay up to the value that HBO/Max gets minus potential discount by Roku for the value that Roku would get
Pre"See full answer
"Clarification
What category of Marketplace are we setting a goal for as there are several sub-marketplaces? —> We are looking at overall Marketplace
Are we focused globally or in the US? —> Lets limit to the US
To set the Goal for FB marketplace I will start by describing the product, go over goals for the users (buyers / sellers) and the business (FB), review user actions, list metrics and then summarize our goal for marketplace and choose a few keys metrics to track our progress towa"
stash - "Clarification
What category of Marketplace are we setting a goal for as there are several sub-marketplaces? —> We are looking at overall Marketplace
Are we focused globally or in the US? —> Lets limit to the US
To set the Goal for FB marketplace I will start by describing the product, go over goals for the users (buyers / sellers) and the business (FB), review user actions, list metrics and then summarize our goal for marketplace and choose a few keys metrics to track our progress towa"See full answer
"Clarify:
Zoom for business - we are referring to Zoom meetings for enterprise customers
Are there any specific features or goals we want to track. Assumption - We are at overall zoom business for enterprise customers
Is there any particular geography or demographics we want to look at - Assumption - we are looking at across the globe
Goals:
Zoom allows users to conduct meetings internally and externally with folks across the organization. Enterprise customers access Zoom with their cor"
Sahil A. - "Clarify:
Zoom for business - we are referring to Zoom meetings for enterprise customers
Are there any specific features or goals we want to track. Assumption - We are at overall zoom business for enterprise customers
Is there any particular geography or demographics we want to look at - Assumption - we are looking at across the globe
Goals:
Zoom allows users to conduct meetings internally and externally with folks across the organization. Enterprise customers access Zoom with their cor"See full answer
"What is Meta Quest, Horizon world VR game? Horizons worlds is a platform that lets creators build worlds where real people can come and interact. This could be a gaming world, a socializing world, a marketplace, immersive experience, etc.
Why would people want to use Horizon worlds: Because it isn’t possible to always visit all places in person
I know that Meta has been encouraging creators at this time because the Horizon’s worlds needs a lot of worlds for it to be interesting for customers
Cus"
Sandhya P. - "What is Meta Quest, Horizon world VR game? Horizons worlds is a platform that lets creators build worlds where real people can come and interact. This could be a gaming world, a socializing world, a marketplace, immersive experience, etc.
Why would people want to use Horizon worlds: Because it isn’t possible to always visit all places in person
I know that Meta has been encouraging creators at this time because the Horizon’s worlds needs a lot of worlds for it to be interesting for customers
Cus"See full answer