"In my role as a Product Owner, I was developing a platform for a logistics company.
As a PO and that too of a digital agency, my work was mostly before-end-to-after-end, it would start from pitching, strategy, product management, launch, funding deck prep.
In mid of the product management cycle, the client starts adding pressure to deliver way before the deadline, as they had found the PE firm that conceptually was ready to start funding discussion, since this was not scoped before the start,"
Umang S. - "In my role as a Product Owner, I was developing a platform for a logistics company.
As a PO and that too of a digital agency, my work was mostly before-end-to-after-end, it would start from pitching, strategy, product management, launch, funding deck prep.
In mid of the product management cycle, the client starts adding pressure to deliver way before the deadline, as they had found the PE firm that conceptually was ready to start funding discussion, since this was not scoped before the start,"See full answer
"Understanding Reels – What It Is, Who Uses It, and What Problem It Solves
What Is Reels?
Reels is Meta’s short-form video platform embedded within Instagram and Facebook, designed to capture the rising demand for snackable video content and compete directly with TikTok and YouTube Shorts. Unlike Stories, which focus on temporary sharing, Reels is designed for entertainment, discoverability, and viral trends, making it a crucial driver for user engagement and creator monetization.
Who Are the"
Saketh reddy S. - "Understanding Reels – What It Is, Who Uses It, and What Problem It Solves
What Is Reels?
Reels is Meta’s short-form video platform embedded within Instagram and Facebook, designed to capture the rising demand for snackable video content and compete directly with TikTok and YouTube Shorts. Unlike Stories, which focus on temporary sharing, Reels is designed for entertainment, discoverability, and viral trends, making it a crucial driver for user engagement and creator monetization.
Who Are the"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
"Situation:
While working at CVS Health, our inventory management system for OTCHS products was facing challenges. We had increasing stock outs, and our existing data was insufficient to fully understand and address the issue since it has been only a year this product line was initiated.
Action:
Although we do have a forecasting model to predict demand and other algorithms to trigger out of stock flags to warehouses to fill them, lack of data points on seasonality, supplier delays, compliance"
Vihari K. - "Situation:
While working at CVS Health, our inventory management system for OTCHS products was facing challenges. We had increasing stock outs, and our existing data was insufficient to fully understand and address the issue since it has been only a year this product line was initiated.
Action:
Although we do have a forecasting model to predict demand and other algorithms to trigger out of stock flags to warehouses to fill them, lack of data points on seasonality, supplier delays, compliance"See full answer
"DoorDash - An online Food Ordering and Food Delivery Company.
What is the Goal of the DoorDash?
The goal is to empower local business and connect to the users.
Who are the the different stakeholders involved to achieve this Goal for DoorDash?
Users
Restaurant Partners
Delivery Partners
What they need to do to achieve this goal?
More users have to come on the platform for ordering
Restaurants has to fulfil the requirement of maximum number of Users
Delivery part"
Anonymous Muskox - "DoorDash - An online Food Ordering and Food Delivery Company.
What is the Goal of the DoorDash?
The goal is to empower local business and connect to the users.
Who are the the different stakeholders involved to achieve this Goal for DoorDash?
Users
Restaurant Partners
Delivery Partners
What they need to do to achieve this goal?
More users have to come on the platform for ordering
Restaurants has to fulfil the requirement of maximum number of Users
Delivery part"See full answer
Product Manager
Analytical
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Designing a system to track review abuse on Amazon.com involves detecting fraudulent, manipulative, or biased reviews while ensuring genuine customer feedback isn't mistakenly flagged. Here's a high-level breakdown:
1. Goals
Detect and prevent fake or abusive reviews.
Maintain integrity and trust in the review system.
Support scalability for millions of products and reviews.
2. Key Abuse Scenarios
Fake positive reviews (e.g., sellers boosting their own products).
Fake"
Tesfaye M. - "Designing a system to track review abuse on Amazon.com involves detecting fraudulent, manipulative, or biased reviews while ensuring genuine customer feedback isn't mistakenly flagged. Here's a high-level breakdown:
1. Goals
Detect and prevent fake or abusive reviews.
Maintain integrity and trust in the review system.
Support scalability for millions of products and reviews.
2. Key Abuse Scenarios
Fake positive reviews (e.g., sellers boosting their own products).
Fake"See full answer
"Clarifications:
Borrowing and lending can refer to a wide range of things (goods, money, crypto etc.). What are we planning to allow users to borrow? (Answer: Money)
Who is going to build this product (Answer: Meta)
Who will they borrow it from? Does Meta plan to lend money or is it Peer 2 Peer? (Answer: P2P)
What geography do we want to build it for? And are there any other constraints in terms of timelines and resources (_Answer: US first. No constraints. Timeline of 6-12"
Bhagyesh V. - "Clarifications:
Borrowing and lending can refer to a wide range of things (goods, money, crypto etc.). What are we planning to allow users to borrow? (Answer: Money)
Who is going to build this product (Answer: Meta)
Who will they borrow it from? Does Meta plan to lend money or is it Peer 2 Peer? (Answer: P2P)
What geography do we want to build it for? And are there any other constraints in terms of timelines and resources (_Answer: US first. No constraints. Timeline of 6-12"See full answer
"Let's imagine you want to open Google Maps, you type maps.google.com and hit Enter. Here is what happens:
You type maps.google.com into the address bar of your browser.
Browser completes the address, for example, maps.google.com → https://www.maps.google.com
[Address decoding] → browser breaks down the URL into parts
‘https://’: protocol → how the browser should connect to the website
Default is HTTP (Hypertext Transfer Protocol) which shows up as ‘ http:/"
Jasmin R. - "Let's imagine you want to open Google Maps, you type maps.google.com and hit Enter. Here is what happens:
You type maps.google.com into the address bar of your browser.
Browser completes the address, for example, maps.google.com → https://www.maps.google.com
[Address decoding] → browser breaks down the URL into parts
‘https://’: protocol → how the browser should connect to the website
Default is HTTP (Hypertext Transfer Protocol) which shows up as ‘ http:/"See full answer
"Clarifying Questions:
Do we want to target a particular geography or location or should it be done globally? Assume global
Is there any particular platform and device we are targeting (App/web) or should it be cross platforms? Cross platforms
Can I think about it as Product led solutions or do you want to consider marketing alternatives as well? Let's start with Product led solutions & later if time permits, we can touch on the marketing side as well
Are there any constra"
Hashmina H. - "Clarifying Questions:
Do we want to target a particular geography or location or should it be done globally? Assume global
Is there any particular platform and device we are targeting (App/web) or should it be cross platforms? Cross platforms
Can I think about it as Product led solutions or do you want to consider marketing alternatives as well? Let's start with Product led solutions & later if time permits, we can touch on the marketing side as well
Are there any constra"See full answer
"Designing an evaluation framework for ads ranking is crucial for optimizing the effectiveness and relevance of ads displayed to users. Here's a comprehensive framework that you can use:
Define Objectives and Key Performance Indicators (KPIs):**
\\Click-Through Rate (CTR):\\ The ratio of clicks to impressions, indicating the effectiveness of an ad in attracting user attention.
\\Conversion Rate:\\ The ratio of conversions (e.g., sign-ups, purchases) to clicks, measuring how well"
Ajay P. - "Designing an evaluation framework for ads ranking is crucial for optimizing the effectiveness and relevance of ads displayed to users. Here's a comprehensive framework that you can use:
Define Objectives and Key Performance Indicators (KPIs):**
\\Click-Through Rate (CTR):\\ The ratio of clicks to impressions, indicating the effectiveness of an ad in attracting user attention.
\\Conversion Rate:\\ The ratio of conversions (e.g., sign-ups, purchases) to clicks, measuring how well"See full answer
"First I'd like to clarify the definition of reactions and confirm that it's same as what exists today.
Definition: Reactions provides users the ability to provide richer expression beyond 'like'
Business goal: Since this is a mature product, the business goal is to improve user engagement
Product goal: Bring people closer together by letting people provide more accurate sentiment to the community based on the content
Personas: 1. Content creator 2. user using reactions
**Li"
P R. - "First I'd like to clarify the definition of reactions and confirm that it's same as what exists today.
Definition: Reactions provides users the ability to provide richer expression beyond 'like'
Business goal: Since this is a mature product, the business goal is to improve user engagement
Product goal: Bring people closer together by letting people provide more accurate sentiment to the community based on the content
Personas: 1. Content creator 2. user using reactions
**Li"See full answer
"I would like to speak loud to narrow the scope of this question so I can be effective in identifying a solution to the problem on hand. Hope that is OK.
You mentioned, “Re-design the airport experience”. Is there a goal for this re-design exercise? Some top goals that come to my mind are the following. Please guide me so I can set it and we can proceed from there.
“Increase the number of passengers who travel to and from this airport”
“Improve customer satisfaction”
**“Get in"
Tara J. - "I would like to speak loud to narrow the scope of this question so I can be effective in identifying a solution to the problem on hand. Hope that is OK.
You mentioned, “Re-design the airport experience”. Is there a goal for this re-design exercise? Some top goals that come to my mind are the following. Please guide me so I can set it and we can proceed from there.
“Increase the number of passengers who travel to and from this airport”
“Improve customer satisfaction”
**“Get in"See full answer
"Design a washing machine for Google
Step 1: Building Context through clarifying questions
Are we looking at building a complete washing machine(new line of business) or a connected app for washing machine like Android Auto?
Any specific geography to look for
Goal? Increase usage of any specific google product or introduce smart white goods hardware
Step 2: Target users
Individuals
Single
Family
Couple
Hotels
Students
Laundromats
**Apartments/Studen"
Anonymous Flamingo - "Design a washing machine for Google
Step 1: Building Context through clarifying questions
Are we looking at building a complete washing machine(new line of business) or a connected app for washing machine like Android Auto?
Any specific geography to look for
Goal? Increase usage of any specific google product or introduce smart white goods hardware
Step 2: Target users
Individuals
Single
Family
Couple
Hotels
Students
Laundromats
**Apartments/Studen"See full answer
"So first, I have some clarifying questions, what is Facebook lite?
If I understand correctly this is a version of the Facebook application for Android, with the same functionality but lighter in terms of size. It is aimed to be used in emerging markets where the bandwidth is limited
What are the tradeoffs for the size of the app?
I guess that some visual elements are stripped down from the app and reduced its size
Is this application exist or I am launching it
The timeframe of the product?"
Gadi R. - "So first, I have some clarifying questions, what is Facebook lite?
If I understand correctly this is a version of the Facebook application for Android, with the same functionality but lighter in terms of size. It is aimed to be used in emerging markets where the bandwidth is limited
What are the tradeoffs for the size of the app?
I guess that some visual elements are stripped down from the app and reduced its size
Is this application exist or I am launching it
The timeframe of the product?"See full answer
"Context - I joined a large public-facing service as a PM midway through its development.
Situation - Due to the SOPs of the company the team already had a metrics framework. That included your standard DAUs, Retention and Acquisition Metrics
Concern -
As SOP metrics were publicly accepted, the team did not internalise what success actually means to the product they are developing, as the actual value was not being encapsulated in the framework
This was evident in the show and tells as the"
Umang S. - "Context - I joined a large public-facing service as a PM midway through its development.
Situation - Due to the SOPs of the company the team already had a metrics framework. That included your standard DAUs, Retention and Acquisition Metrics
Concern -
As SOP metrics were publicly accepted, the team did not internalise what success actually means to the product they are developing, as the actual value was not being encapsulated in the framework
This was evident in the show and tells as the"See full answer
"As a PM i received a feedback from my program manager on my style of verbal communication. It is about me speaking faster when i wanted to get away with a topic that i wasn't confident (may be not backed up with data, or still in process of getting detailed insight of a problem etc.). Whereas when I'm confident I tend to speak slowly or more assertively that made people to follow easily.
I welcomed that feedback so from then on when I'm not confident in a topic I became more assertive to let pe"
Rajesh V. - "As a PM i received a feedback from my program manager on my style of verbal communication. It is about me speaking faster when i wanted to get away with a topic that i wasn't confident (may be not backed up with data, or still in process of getting detailed insight of a problem etc.). Whereas when I'm confident I tend to speak slowly or more assertively that made people to follow easily.
I welcomed that feedback so from then on when I'm not confident in a topic I became more assertive to let pe"See full answer
"Clarifications:
Which aspect of birthday are we thinking about designing a product for? Birthday reminder, birthday planning, event management or birthday wishing?-
People are generally reminded of their birthdays by their friends/family, social media, their own self awareness, so its not a critical problem to solve
Social apps like FB have birthday wishing features for the larger audience & for wishing friends/family, people would generally call or wish in person
Manag"
Debajyoti B. - "Clarifications:
Which aspect of birthday are we thinking about designing a product for? Birthday reminder, birthday planning, event management or birthday wishing?-
People are generally reminded of their birthdays by their friends/family, social media, their own self awareness, so its not a critical problem to solve
Social apps like FB have birthday wishing features for the larger audience & for wishing friends/family, people would generally call or wish in person
Manag"See full answer
"Clarifying questions:
Will this be within the facebook blue app or will this interface/app sit separately?
Volunteering can be of a few types- say for social causes or volunteering in college fest/ music fest etc. Is there a specific type of volunteering we need to consider?
Let's start by revisiting company's mission statement and see if this gels with the mission-
Meta's mission- To give power to build community and bring the world closer together.
Volunteering is basically a way for hu"
Jagriti C. - "Clarifying questions:
Will this be within the facebook blue app or will this interface/app sit separately?
Volunteering can be of a few types- say for social causes or volunteering in college fest/ music fest etc. Is there a specific type of volunteering we need to consider?
Let's start by revisiting company's mission statement and see if this gels with the mission-
Meta's mission- To give power to build community and bring the world closer together.
Volunteering is basically a way for hu"See full answer
"I use a data driven approach by ensuring there is a deep-dive on all alternatives. My approach to tradeoffs is around how to achieve the customer experience needed. I ensure there is an immediate path to green for a solution and a follow-up solution addressing the problem rightly."
Syed I. - "I use a data driven approach by ensuring there is a deep-dive on all alternatives. My approach to tradeoffs is around how to achieve the customer experience needed. I ensure there is an immediate path to green for a solution and a follow-up solution addressing the problem rightly."See full answer