"Understand the business problem: Identify the business problem that the AI data product is intended to solve.
Identify the target audience: Understand who will be using the data and what problem they will be solving for using the data. This will inform the features and functionality that should be included in the product.
Gather and preprocess the data: Collect and preprocess the data that is relevant to the problem that it is being solved for. This will inform the AI algorithm"
M D. - "Understand the business problem: Identify the business problem that the AI data product is intended to solve.
Identify the target audience: Understand who will be using the data and what problem they will be solving for using the data. This will inform the features and functionality that should be included in the product.
Gather and preprocess the data: Collect and preprocess the data that is relevant to the problem that it is being solved for. This will inform the AI algorithm"See full answer
"What are your top 3 favorite apps? (after picking one) How would you improve it?
YNAB - You need a budget
Robinhood
Chase
How would you improve YNAB?
Clarifying questions
What's my role? I'm a product manager at YNAB
Why do we want to improve YNAB? Is there any specific goal?
Structure
YNAB - I'll share some information on YNAB
Ynab's mission is to create the best budging app and empower people to gain control over their money and their life.
Ynab's business model is a"
Matan S. - "What are your top 3 favorite apps? (after picking one) How would you improve it?
YNAB - You need a budget
Robinhood
Chase
How would you improve YNAB?
Clarifying questions
What's my role? I'm a product manager at YNAB
Why do we want to improve YNAB? Is there any specific goal?
Structure
YNAB - I'll share some information on YNAB
Ynab's mission is to create the best budging app and empower people to gain control over their money and their life.
Ynab's business model is a"See full answer
"Imagine you're a PM for Mastercard. Design a product for restaurants to help them transition to a purchase order (PO) system that reduces their labor costs
Mission & Vision :
Mastercard is a payment processing fintech company, it has different payment service & products ex credit/debit cards etc. Mastercard vision and mission to to connect the world financially making payment process seamless across different industries.
Clarifying questions :
What type of restaurants on basis of revenue we"
Ashutosh K. - "Imagine you're a PM for Mastercard. Design a product for restaurants to help them transition to a purchase order (PO) system that reduces their labor costs
Mission & Vision :
Mastercard is a payment processing fintech company, it has different payment service & products ex credit/debit cards etc. Mastercard vision and mission to to connect the world financially making payment process seamless across different industries.
Clarifying questions :
What type of restaurants on basis of revenue we"See full answer
"Context
Photo app || Click images, videos via mobile app (android, ios) + editing + share + upload
Who are we? || Startup who wants to build accessibility apps for the disabled people
Why do we want to build this app? || Current apps are not usable by visually impaired, we can bring difference & gain market share.
Constraints || To launch in next 12 months
Is this app exclusively targeted for blind? || Yes but regular people may also use it but not our main target group
**Goa"
FuzzyLogic - "Context
Photo app || Click images, videos via mobile app (android, ios) + editing + share + upload
Who are we? || Startup who wants to build accessibility apps for the disabled people
Why do we want to build this app? || Current apps are not usable by visually impaired, we can bring difference & gain market share.
Constraints || To launch in next 12 months
Is this app exclusively targeted for blind? || Yes but regular people may also use it but not our main target group
**Goa"See full answer
"First i will collect relevant data,Actual problem,Necessary input and raw material then i will start design drawing,modeling,Callibration and finally handing over my work."
Mohammed H. - "First i will collect relevant data,Actual problem,Necessary input and raw material then i will start design drawing,modeling,Callibration and finally handing over my work."See full answer
Product Manager
Product Design
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarification:
Lender Focus: We'll cater to mortgage lenders, specifically smaller institutions or those specializing in a particular loan type (e.g., first-time homebuyer loans).
1. User Personas and Pain Points:
Create two user personas:
Persona 1: A loan officer at a small credit union overwhelmed with manual paperwork and slow communication with borrowers.
Persona 2: A loan manager at a company specializing in FHA loans, struggling with cumbersome pre-qualification"
Deepak V. - "Clarification:
Lender Focus: We'll cater to mortgage lenders, specifically smaller institutions or those specializing in a particular loan type (e.g., first-time homebuyer loans).
1. User Personas and Pain Points:
Create two user personas:
Persona 1: A loan officer at a small credit union overwhelmed with manual paperwork and slow communication with borrowers.
Persona 2: A loan manager at a company specializing in FHA loans, struggling with cumbersome pre-qualification"See full answer
"!! FEEDBACK WELCOME !!
Clarify question
By art we mean visual art, e.g. paintings? - Yes
Is this a solution to create art on Instagram or to showcase existing art on Instagram? - Create art
Why build this, Engagement or Acquisition? - Engagement
Reframe: We want to increase Instagram engagement through creation and sharing of art with followers.
Talking about the space
The Internet has over time continuously reduced barriers to creative expression. From blogging to Twitter"
Apurv K. - "!! FEEDBACK WELCOME !!
Clarify question
By art we mean visual art, e.g. paintings? - Yes
Is this a solution to create art on Instagram or to showcase existing art on Instagram? - Create art
Why build this, Engagement or Acquisition? - Engagement
Reframe: We want to increase Instagram engagement through creation and sharing of art with followers.
Talking about the space
The Internet has over time continuously reduced barriers to creative expression. From blogging to Twitter"See full answer
"The Doordash post-order experience is the part of the service that happens after the user has placed an order and is waiting for the delivery. This experience can be improved by providing more information, communication, and convenience to the user. Here are some possible ways to do this:
Provide real-time tracking and updates: Users want to know the status and location of their order, as well as the estimated time of arrival. By providing real-time tracking and updates, users can feel mor"
Anonymous Dove - "The Doordash post-order experience is the part of the service that happens after the user has placed an order and is waiting for the delivery. This experience can be improved by providing more information, communication, and convenience to the user. Here are some possible ways to do this:
Provide real-time tracking and updates: Users want to know the status and location of their order, as well as the estimated time of arrival. By providing real-time tracking and updates, users can feel mor"See full answer
"Questions:
Is "Facebook Search" referring to the overall search bar at the top where users can search across multiple facebook products (people, events, groups, marketplace, etc.)
Interview (I): Assume it is for the overall search experience
What's the current goal for Facebook as a company? How does Facebook search fit into the current company goal?
I: Your call
**What's the goal for this improvement for Facebook Search? Are we aiming to drive engagement overall?"
Mark - "Questions:
Is "Facebook Search" referring to the overall search bar at the top where users can search across multiple facebook products (people, events, groups, marketplace, etc.)
Interview (I): Assume it is for the overall search experience
What's the current goal for Facebook as a company? How does Facebook search fit into the current company goal?
I: Your call
**What's the goal for this improvement for Facebook Search? Are we aiming to drive engagement overall?"See full answer
"I would start with clarifying questions : Are we building this feature on existing meta apps like Facebook / Instagram ? Yes
AM I building this in Meta suite of products or a standalone app ? Inbuilt app with in Meta product like Fb/Instagram
Timeline - 1 year
Geography - USA
Structure : Why -> Meta Mission -> Business objective -> User segmentation -Need ( Prioritization) -> Painpoints ( Prioritization)-> Solutions ( RICE prioritization) -> Metrics / NSM -> Risks - Summary
Why : WIth multiple"
Rani Y. - "I would start with clarifying questions : Are we building this feature on existing meta apps like Facebook / Instagram ? Yes
AM I building this in Meta suite of products or a standalone app ? Inbuilt app with in Meta product like Fb/Instagram
Timeline - 1 year
Geography - USA
Structure : Why -> Meta Mission -> Business objective -> User segmentation -Need ( Prioritization) -> Painpoints ( Prioritization)-> Solutions ( RICE prioritization) -> Metrics / NSM -> Risks - Summary
Why : WIth multiple"See full answer
"I am not sure if I agree with the approach taken in the mock video. Should FB build a tablet? is not the same as "Design FB tablet." This is an analytical decision question, not a design question. I would have done strategic analysis using Porter's five forces or maybe SWOT and value chain analysis to decide rather than designing a product.
My answer will be to examine critical factors to decide to build tablet vs. to build apps for existing non-FB tablets (ipads and android tablets)
Users"
Ammro H. - "I am not sure if I agree with the approach taken in the mock video. Should FB build a tablet? is not the same as "Design FB tablet." This is an analytical decision question, not a design question. I would have done strategic analysis using Porter's five forces or maybe SWOT and value chain analysis to decide rather than designing a product.
My answer will be to examine critical factors to decide to build tablet vs. to build apps for existing non-FB tablets (ipads and android tablets)
Users"See full answer
"Assumptions:
Part of the core FB product and not standalone app/
Education for children in 13-18 range
Goal: To improve the education of children while building stronger social networks with their family/friends and thus further the mission of the company of bringing the world together and offering tools to form communities.
Key user segments:
Students (middle and high school)
Teachers
Parents
For the purpose of this exercise, I would like to focus on the student user gr"
P K. - "Assumptions:
Part of the core FB product and not standalone app/
Education for children in 13-18 range
Goal: To improve the education of children while building stronger social networks with their family/friends and thus further the mission of the company of bringing the world together and offering tools to form communities.
Key user segments:
Students (middle and high school)
Teachers
Parents
For the purpose of this exercise, I would like to focus on the student user gr"See full answer
"First, let me clarify a few points to ensure I understand the scope of the case study correctly:
• Scope of Resources and Timeline: Are there any constraints on resources or timeline we should consider, or can we assume unlimited resources for this project?
• Target Market: Is this tool aimed at a global market or specific regions?
• Integration: Should the tool integrate with existing TikTok Shop features, or are we developing a standalone solution?
• Technological Capabilities: Are there s"
Vihari K. - "First, let me clarify a few points to ensure I understand the scope of the case study correctly:
• Scope of Resources and Timeline: Are there any constraints on resources or timeline we should consider, or can we assume unlimited resources for this project?
• Target Market: Is this tool aimed at a global market or specific regions?
• Integration: Should the tool integrate with existing TikTok Shop features, or are we developing a standalone solution?
• Technological Capabilities: Are there s"See full answer
"Clarifying questions: what exactly do we mean by travel product?
Travel recommendation.
Travel bookings( airlines/hotels)
Itinerary planning etc.
Is it going to be a completely new digital product or an extension of instagram?
Assuming travel product here means recommendations/bookings, and it going to be an extension within instagram, lets dwell further:
Meta's vision: To make the world a closer place by offering connections; build communities.
Instagram's mission: To capture , c"
Anonymous Boa - "Clarifying questions: what exactly do we mean by travel product?
Travel recommendation.
Travel bookings( airlines/hotels)
Itinerary planning etc.
Is it going to be a completely new digital product or an extension of instagram?
Assuming travel product here means recommendations/bookings, and it going to be an extension within instagram, lets dwell further:
Meta's vision: To make the world a closer place by offering connections; build communities.
Instagram's mission: To capture , c"See full answer
"I'd start by clarifying the purpose of the in-flight experience.
Get more travelers? (adoption)
Reduce customer churn? (retention)
Gain additional revenue? (revenue)
Lets say we want to offer an in-flight experience that drives revenue.
It is intuitive that, customer expectations for an in-flight experience will vary based on the duration of the flights:
Short haul flights (1 hour or less): Self-help options are better suited. While seating may be important, a slight inconvenience for"
Atit P. - "I'd start by clarifying the purpose of the in-flight experience.
Get more travelers? (adoption)
Reduce customer churn? (retention)
Gain additional revenue? (revenue)
Lets say we want to offer an in-flight experience that drives revenue.
It is intuitive that, customer expectations for an in-flight experience will vary based on the duration of the flights:
Short haul flights (1 hour or less): Self-help options are better suited. While seating may be important, a slight inconvenience for"See full answer
"Shopping funnel and engagement: Global search brings up food items from multiple restaurants but results don't directly lead users to the item in the restaurant.
Retention and repeat: Users are not able to earn and burn store-specific rewards. Similarly stores/restaurants can't build direct relationship w/ the customers and provide custom offers
Multi-store cart and checkout. Currently DD supports cart and checkout from a single restaurant at a time. Many times customers want to order f"
Kinjal S. - "Shopping funnel and engagement: Global search brings up food items from multiple restaurants but results don't directly lead users to the item in the restaurant.
Retention and repeat: Users are not able to earn and burn store-specific rewards. Similarly stores/restaurants can't build direct relationship w/ the customers and provide custom offers
Multi-store cart and checkout. Currently DD supports cart and checkout from a single restaurant at a time. Many times customers want to order f"See full answer
"Approach:
1) clarify and communicate baseline assumptions.
2) communicate how solving for this will align to FB's mission.
3) define the user groups we are solving for
4) Define the user journey pre/during/after natural disasters
4.a) pick a user group we want to go with
5) identify the painpoints for this user groups user journey
6) think about solutions
7) prioritize and elaborate
1) clarify and communicate baseline assumptions.
Q: Can you tell me why FB is interesting in building"
dan - "Approach:
1) clarify and communicate baseline assumptions.
2) communicate how solving for this will align to FB's mission.
3) define the user groups we are solving for
4) Define the user journey pre/during/after natural disasters
4.a) pick a user group we want to go with
5) identify the painpoints for this user groups user journey
6) think about solutions
7) prioritize and elaborate
1) clarify and communicate baseline assumptions.
Q: Can you tell me why FB is interesting in building"See full answer