"Context / Goal:
Have we seen this decrease in response time over a while (week/month) or short time (day/hours) - Over the last few months
How is Employer Response time calculated? - Average time from an employee applying for a job to an employer responding - This isn’t accounting for the increase in listings / number of applicants but does it need to?
Was there a change to how response time is calculated? - No
Can job listings be duplicates? - Yes, but not likely
i"
Nikitha G. - "Context / Goal:
Have we seen this decrease in response time over a while (week/month) or short time (day/hours) - Over the last few months
How is Employer Response time calculated? - Average time from an employee applying for a job to an employer responding - This isn’t accounting for the increase in listings / number of applicants but does it need to?
Was there a change to how response time is calculated? - No
Can job listings be duplicates? - Yes, but not likely
i"See full answer
"First, I’d want to clarify what’s driving the lack of adoption.
I’d ask:What does “unclear roadmap” mean? Is this an internal issue where we’re not addressing customer pain points, or is it a matter of customers not understanding how to use the product?
Is this feedback coming from all enterprise customers across verticals, or is it isolated to a specific group?
How long has this been going on? Has it been over a quarter?
Assuming this is a widespread issue impacting all customers"
Noe L. - "First, I’d want to clarify what’s driving the lack of adoption.
I’d ask:What does “unclear roadmap” mean? Is this an internal issue where we’re not addressing customer pain points, or is it a matter of customers not understanding how to use the product?
Is this feedback coming from all enterprise customers across verticals, or is it isolated to a specific group?
How long has this been going on? Has it been over a quarter?
Assuming this is a widespread issue impacting all customers"See full answer
"Approach -
Check the product scope - social network, IG, Whatsapp, etc.
Check how the metric is measured and if there are shortcomings or changes in the approach
Eliminate obvious reasons like seasonality, external events, analytical pipeline changes, etc.
Look for internal product changes or issues
In case the hypothesis falls short, find ways to triangulate the issue
PS - A real interview may not need so many questions to be asked. I am just listing down questions to validate or rej"
Lavesh D. - "Approach -
Check the product scope - social network, IG, Whatsapp, etc.
Check how the metric is measured and if there are shortcomings or changes in the approach
Eliminate obvious reasons like seasonality, external events, analytical pipeline changes, etc.
Look for internal product changes or issues
In case the hypothesis falls short, find ways to triangulate the issue
PS - A real interview may not need so many questions to be asked. I am just listing down questions to validate or rej"See full answer
"First I'd start by asking a few questions/clarifying some assumptions:
This is the existing Facebook Events product where users invite other Facebook users to an event (either IRL or virtual) at a certain time/date, and invitees can RSVP, or react/comment on the event?
Is this question limited to a specific part of the FB product base (e.g. Facebook app vs. web experience) or are we discussing the FB Events product across all platforms?
FB Events have been a key part of Facebook for quite"
Chelsea F. - "First I'd start by asking a few questions/clarifying some assumptions:
This is the existing Facebook Events product where users invite other Facebook users to an event (either IRL or virtual) at a certain time/date, and invitees can RSVP, or react/comment on the event?
Is this question limited to a specific part of the FB product base (e.g. Facebook app vs. web experience) or are we discussing the FB Events product across all platforms?
FB Events have been a key part of Facebook for quite"See full answer
"Clarifying question 1: Define Friend requests -- no. of friend requests sent in the platform through the "Add Friend" button
Clarifying question 2: Time period for comparison - 10% - WoW or DoD or MoM? -- WoW
Gathering context:
Is the decline progressive or a one-time event? --> progressive
Because the decline is progressive, ruling out technical glitches, downtime, or any other reason impacting the feature uptime.
Is this decline global or regional? --> global
Because the"
P K. - "Clarifying question 1: Define Friend requests -- no. of friend requests sent in the platform through the "Add Friend" button
Clarifying question 2: Time period for comparison - 10% - WoW or DoD or MoM? -- WoW
Gathering context:
Is the decline progressive or a one-time event? --> progressive
Because the decline is progressive, ruling out technical glitches, downtime, or any other reason impacting the feature uptime.
Is this decline global or regional? --> global
Because the"See full answer
Execution
Analytical
+1 more
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Alright, let's think through this change of moving the 'like' button to a menu under three dots on photos
I'll start by
aligning this change with Facebook's mission,
analyze key insights,
define the product mission for this update,
Identify the eco-system (n-sided marketplace)
Look at the effects on the eco-systems,
Effects on their needs and pain points.
Identify the most important actors and most important actions
Come up with some metrics that we may be using to"
Fahad K. - "Alright, let's think through this change of moving the 'like' button to a menu under three dots on photos
I'll start by
aligning this change with Facebook's mission,
analyze key insights,
define the product mission for this update,
Identify the eco-system (n-sided marketplace)
Look at the effects on the eco-systems,
Effects on their needs and pain points.
Identify the most important actors and most important actions
Come up with some metrics that we may be using to"See full answer
"Clarifying questions:
Open metrics - Number of times users open the google document on a given day
10% decline - is it a gradual decline or steep decline? (since when)
Do we witness decline from a specific geography?
Decline for consumers or enterprise customers?
Decline from web or mobile app?
Review logs or bug reports to check if there are customer issues reports
Internal
Determine if a particular release is causing the issue
Review other metrics to check if fewer do"
Sahil A. - "Clarifying questions:
Open metrics - Number of times users open the google document on a given day
10% decline - is it a gradual decline or steep decline? (since when)
Do we witness decline from a specific geography?
Decline for consumers or enterprise customers?
Decline from web or mobile app?
Review logs or bug reports to check if there are customer issues reports
Internal
Determine if a particular release is causing the issue
Review other metrics to check if fewer do"See full answer
"Narrow down scope with clarifying questions:
Confirm that Reactions are the like, love, sad and other icons that facebook users can respond with on your post.
Understand the metric: is "down" ... absolute number or is it a ratio of reactions per post?
Understand the boundary conditions: Is it specific to a certain region, certain segment of users (only from new users versus active users), happening on personal posts or group posts, happening on app versus desktop/mobile etc.
Under"
Praveen - "Narrow down scope with clarifying questions:
Confirm that Reactions are the like, love, sad and other icons that facebook users can respond with on your post.
Understand the metric: is "down" ... absolute number or is it a ratio of reactions per post?
Understand the boundary conditions: Is it specific to a certain region, certain segment of users (only from new users versus active users), happening on personal posts or group posts, happening on app versus desktop/mobile etc.
Under"See full answer
"YT's mission is to give everyone a voice and show them the world. So when a user is sharing their voice with us in the form of a feedback, I would receive it with open mind. I would first determine what the review is about: 1. app/website's performance 2. quality of content they experienced 3. complain about YT being addictive and causing them to lose time 4. difficulty in using the app/website (search, navigation, recent changes negatively affected their experience) 5. complain about other YTbe"
Amit S. - "YT's mission is to give everyone a voice and show them the world. So when a user is sharing their voice with us in the form of a feedback, I would receive it with open mind. I would first determine what the review is about: 1. app/website's performance 2. quality of content they experienced 3. complain about YT being addictive and causing them to lose time 4. difficulty in using the app/website (search, navigation, recent changes negatively affected their experience) 5. complain about other YTbe"See full answer
"Product Overview: Instagram, a social network owned by Meta, allows users to create and share various types of content, including photos, videos, and Reels, which are short, TikTok-style videos. The platform serves different user segments, including content creators, viewers, and the platform itself as an ecosystem.
User Segmentation: I segmented users into three primary categories:
Content Creators: This includes businesses, public figures, influencers, and regular users who crea"
Aviran H. - "Product Overview: Instagram, a social network owned by Meta, allows users to create and share various types of content, including photos, videos, and Reels, which are short, TikTok-style videos. The platform serves different user segments, including content creators, viewers, and the platform itself as an ecosystem.
User Segmentation: I segmented users into three primary categories:
Content Creators: This includes businesses, public figures, influencers, and regular users who crea"See full answer
"To answer this question I am going to first clarify the product offering and what ti does, talk about the goals for IG reels for Facebook, go through user actions and then come up with some key metrics to measure success of the product based on the goals.
Product Overview
IG reel allows creators to build short-form video with a bunch of different editing features and post that to their followers or to the broader IG network. It allows regular IG users to create their own content and build"
stash - "To answer this question I am going to first clarify the product offering and what ti does, talk about the goals for IG reels for Facebook, go through user actions and then come up with some key metrics to measure success of the product based on the goals.
Product Overview
IG reel allows creators to build short-form video with a bunch of different editing features and post that to their followers or to the broader IG network. It allows regular IG users to create their own content and build"See full answer
"Clarifying questions
To confirm, stories are available for 24 hrs
What is the target increase for stories?
Will we be applying this change globally vs. only in the close friends story view?
Do we have any particular OKRs that we are trying to achieve?
Mission
Facebook is focused on creating and connecting communities. Instagram fits within FB's portfolio of products as it connects individuals often through a more creative and light-hearted medium"
I C. - "Clarifying questions
To confirm, stories are available for 24 hrs
What is the target increase for stories?
Will we be applying this change globally vs. only in the close friends story view?
Do we have any particular OKRs that we are trying to achieve?
Mission
Facebook is focused on creating and connecting communities. Instagram fits within FB's portfolio of products as it connects individuals often through a more creative and light-hearted medium"See full answer
"Clarification
I would first try to understand what FB Marketplace is since I haven't really used it more than a few times.
My understanding is the following
Launched 2-3 years ago in the US, it is similar to web classified services such as Craigslist
The sellers are not businesses but rather individuals, primarily in local areas
Broad range of products with no particular focus: ranging from electronics, furniture, used cars to even apartment for rent. Sometimes posters are willin"
Patrick B. - "Clarification
I would first try to understand what FB Marketplace is since I haven't really used it more than a few times.
My understanding is the following
Launched 2-3 years ago in the US, it is similar to web classified services such as Craigslist
The sellers are not businesses but rather individuals, primarily in local areas
Broad range of products with no particular focus: ranging from electronics, furniture, used cars to even apartment for rent. Sometimes posters are willin"See full answer
"Define: What is the Verified Badge Product?
The Meta verified badge is a product displayed alongside a verified user’s profile across all Meta platforms.
Mission: Why Build the Verified Badge Product?
Trust and Authenticity: Meta's primary reason for introducing a Verified Badge is to enhance trust and authenticity across the platform. By confirming the identities of key figures and influencers, Meta can assure users that their interactions are with genuine profiles, no"
realkimchi - "Define: What is the Verified Badge Product?
The Meta verified badge is a product displayed alongside a verified user’s profile across all Meta platforms.
Mission: Why Build the Verified Badge Product?
Trust and Authenticity: Meta's primary reason for introducing a Verified Badge is to enhance trust and authenticity across the platform. By confirming the identities of key figures and influencers, Meta can assure users that their interactions are with genuine profiles, no"See full answer
"Why do we have FB dating? How does it fit within FB's mission of connecting people and building community?
Research shows that lonely people have worse health outcomes, get sick more easily, die faster, etc. There are many ways to solve for loneliness. FB already has Groups which connect people based on shared interests/hobbies. FB also has Messengers and other apps that help you connect with people you already know. Dating is an important way FB can help people form more intimate connections a"
Patrick B. - "Why do we have FB dating? How does it fit within FB's mission of connecting people and building community?
Research shows that lonely people have worse health outcomes, get sick more easily, die faster, etc. There are many ways to solve for loneliness. FB already has Groups which connect people based on shared interests/hobbies. FB also has Messengers and other apps that help you connect with people you already know. Dating is an important way FB can help people form more intimate connections a"See full answer
"Clarifying questions
I am assuming the time frame for this question is irrelevant as this is a hypothetical question? : Yes
Is IG prioritising the creator side or the viewer side more at the moment? : What do you think? I think it should be a balance for the long term sustenance of the network
Are all these reels and views in a particular geography or globally? : Globally
What is the duration for which these Views are measured? Assume a day
Do we know anything about other engagemen"
Kartikeya N. - "Clarifying questions
I am assuming the time frame for this question is irrelevant as this is a hypothetical question? : Yes
Is IG prioritising the creator side or the viewer side more at the moment? : What do you think? I think it should be a balance for the long term sustenance of the network
Are all these reels and views in a particular geography or globally? : Globally
What is the duration for which these Views are measured? Assume a day
Do we know anything about other engagemen"See full answer
"Candidate [Clarifying Question 1] - Does success metric needs to be discussed across any particular stage of user life cycle - Growth , Engagement or Monetisation ?
Interviewer - Let's focus on overall health metrics of the product.
Candidate[Clarifying Question 2] : Does the metrics needs to be presented as an update to CXO in quarterly meetings or monthly meetings or it needs to be presented internally to product / marketing team for detailed analysis ?
Interviewer - Let's sa"
Vivek S. - "Candidate [Clarifying Question 1] - Does success metric needs to be discussed across any particular stage of user life cycle - Growth , Engagement or Monetisation ?
Interviewer - Let's focus on overall health metrics of the product.
Candidate[Clarifying Question 2] : Does the metrics needs to be presented as an update to CXO in quarterly meetings or monthly meetings or it needs to be presented internally to product / marketing team for detailed analysis ?
Interviewer - Let's sa"See full answer
"Clarify:
What is a transaction in Instagram Shops? Users click on an item and complete the payment in the Instagram Shops interface
How many transactions happen in Instagram shop per day/month?
What percentage of users have completed at least 1 transaction on Instagram Shops in the last year?
Key Metric to improve: # Users completing a transaction
Goals of the Product / Feature:
Meta’s goal is to build community and connect people together
Instagram’s goal is to connect and"
Nikitha G. - "Clarify:
What is a transaction in Instagram Shops? Users click on an item and complete the payment in the Instagram Shops interface
How many transactions happen in Instagram shop per day/month?
What percentage of users have completed at least 1 transaction on Instagram Shops in the last year?
Key Metric to improve: # Users completing a transaction
Goals of the Product / Feature:
Meta’s goal is to build community and connect people together
Instagram’s goal is to connect and"See full answer
"Clarify the problem. Ask lots of questions to uncover the root cause of the problem. This could be related to internal factors like releasing buggy updates or external factors like market trends, infrastructure, regulation etc etc. Establish where in the user journey the problem might be happening, if it's happening for a subset of users or for everyone e.g. on iOS platform etc etc, what time period has the problem occurred? Gradually or suddenly? How is the metric (in this case revenue)"
Alice S. - "Clarify the problem. Ask lots of questions to uncover the root cause of the problem. This could be related to internal factors like releasing buggy updates or external factors like market trends, infrastructure, regulation etc etc. Establish where in the user journey the problem might be happening, if it's happening for a subset of users or for everyone e.g. on iOS platform etc etc, what time period has the problem occurred? Gradually or suddenly? How is the metric (in this case revenue)"See full answer