"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
"Allow parents to view ratings of the driver
Add children friendliness rating of the driver
Focus on routes where we can connect Children to Parents; from child care centre to office or home to office and vice versa
Make the experience more children friendly in terms of minor activities like a TV screen with cartoon (default channels as per trend), medical requirements of a child (if any) to be cleared with the driver
Double confirmation Panic button for children, communication with chi"
Meet B. - "Allow parents to view ratings of the driver
Add children friendliness rating of the driver
Focus on routes where we can connect Children to Parents; from child care centre to office or home to office and vice versa
Make the experience more children friendly in terms of minor activities like a TV screen with cartoon (default channels as per trend), medical requirements of a child (if any) to be cleared with the driver
Double confirmation Panic button for children, communication with chi"See full answer
"Interviewer: Design a Meta Product for space travel.
Me: I would first likely ask a few clarifying questions. Can we discuss more about what do we mean by a product for space travel? Is it like a physical product or a software product? Any existing suite of products that we want to integrate this into?
Interviewer: It can be a digital platform – a combination of software and services, integrated in a single ecosystem. It's not a physical product like a spacecraft, but rather a pla"
Ankit M. - "Interviewer: Design a Meta Product for space travel.
Me: I would first likely ask a few clarifying questions. Can we discuss more about what do we mean by a product for space travel? Is it like a physical product or a software product? Any existing suite of products that we want to integrate this into?
Interviewer: It can be a digital platform – a combination of software and services, integrated in a single ecosystem. It's not a physical product like a spacecraft, but rather a pla"See full answer
Product Manager
Product Design
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarifications:
Where are we launching? -- US first
1:1 or n:n video conferencing? -- you assume
Consumers or Business? -- consumers
Part of FB or standalone product? -- part of messenger app
Is it MVP launch or a full feature product? -- MVP
What capabilities exist in the video conference product? -- you assume what capabilities will be
> Trends and Markets
Competitors:
Consumer
Zoom
Google Meet
Business:
Slack
MS Teams
Trends:
More and more people are usi"
Aniket A. - "Clarifications:
Where are we launching? -- US first
1:1 or n:n video conferencing? -- you assume
Consumers or Business? -- consumers
Part of FB or standalone product? -- part of messenger app
Is it MVP launch or a full feature product? -- MVP
What capabilities exist in the video conference product? -- you assume what capabilities will be
> Trends and Markets
Competitors:
Consumer
Zoom
Google Meet
Business:
Slack
MS Teams
Trends:
More and more people are usi"See full answer
"Clarifying question?
What is GCP and what does it mean to create a new GCP region in Portugal?
GCP is Google Cloud Portugal. Creating a new region means creating data centres (clouds) which can be used as hosts.
Is there a business objective to consider Portugal for a new region?
None in particular
Structure:
Explore internal factors
Is there a particular business goal that we are trying to accomplish like goal of getting more business from EU companies in coming few years? If yes"
S Y. - "Clarifying question?
What is GCP and what does it mean to create a new GCP region in Portugal?
GCP is Google Cloud Portugal. Creating a new region means creating data centres (clouds) which can be used as hosts.
Is there a business objective to consider Portugal for a new region?
None in particular
Structure:
Explore internal factors
Is there a particular business goal that we are trying to accomplish like goal of getting more business from EU companies in coming few years? If yes"See full answer
"Clarifying questions
Scope: Just Reels in Facebook, or Instagram too? Mobile and desktop?
Goal: Any specific goal we know of or up to me to decide?
Framework/Overview
Strategy
Metric options with pros/cons
North Star Metric (NSM)
Risks & countermetrics
Strategy / The Why: we want to give people …
Meta: the power to build community + Bring people closer together
Reels: new form of self-expression / entertainment with short form video and pro editing tools
Ads in Re"
Mike Z. - "Clarifying questions
Scope: Just Reels in Facebook, or Instagram too? Mobile and desktop?
Goal: Any specific goal we know of or up to me to decide?
Framework/Overview
Strategy
Metric options with pros/cons
North Star Metric (NSM)
Risks & countermetrics
Strategy / The Why: we want to give people …
Meta: the power to build community + Bring people closer together
Reels: new form of self-expression / entertainment with short form video and pro editing tools
Ads in Re"See full answer
"I began by defining Booking.com as a marketplace or a platform, matching between supply and demand, with a transaction in the middle (payment/booking process). This structure allows me to categorize potential cancellations into three main channels: demand, supply, and transaction.
Cancellation Scenarios:
a. Demand (Guests/Travelers):
Change of Plans: Guests might change their travel plans.
Found a Better Deal: They might find a better deal elsewhere.
Errors in Booking: Accidental booking o"
Yazeed - "I began by defining Booking.com as a marketplace or a platform, matching between supply and demand, with a transaction in the middle (payment/booking process). This structure allows me to categorize potential cancellations into three main channels: demand, supply, and transaction.
Cancellation Scenarios:
a. Demand (Guests/Travelers):
Change of Plans: Guests might change their travel plans.
Found a Better Deal: They might find a better deal elsewhere.
Errors in Booking: Accidental booking o"See full answer
"Interviewee: Before I start discussing the solution, I would like to ask a few questions & clarify a few things. Is that okay?
Interviewer: Yeah, Sure. Please go ahead.
Interviewee: First, I would like to clarify that the Google Map (Offered by Google) you are referring to is the same one that we use on our mobile to find addresses, get route maps, and find different places like restaurants, and hotels near our place.
**Interviewer: Yes, we are referring to the same Google Maps. We a"
A R. - "Interviewee: Before I start discussing the solution, I would like to ask a few questions & clarify a few things. Is that okay?
Interviewer: Yeah, Sure. Please go ahead.
Interviewee: First, I would like to clarify that the Google Map (Offered by Google) you are referring to is the same one that we use on our mobile to find addresses, get route maps, and find different places like restaurants, and hotels near our place.
**Interviewer: Yes, we are referring to the same Google Maps. We a"See full answer
"We have to work with the c-suite to understood the direct quartly outcomes or goals. This could be our epic and then we try to break that down into business value and complexity . This will allow us to prioritize whats next.
From there we can structure a mvp to cover maybe some of these areas to understand the estimation of this work. After the first couple weeks we can structure a roadmap and then define when"
Howard H. - "We have to work with the c-suite to understood the direct quartly outcomes or goals. This could be our epic and then we try to break that down into business value and complexity . This will allow us to prioritize whats next.
From there we can structure a mvp to cover maybe some of these areas to understand the estimation of this work. After the first couple weeks we can structure a roadmap and then define when"See full answer
"One Accomplishment I'm most proud of is that I graduated from Schaumburg High School In May of 2021 and I was able to get up the stage and collect my diploma. This was a HUGE Impact in regards of passing all of my classes and earning all of my credits in order to be apart of the NOW Arena graduation."
Amparo L. - "One Accomplishment I'm most proud of is that I graduated from Schaumburg High School In May of 2021 and I was able to get up the stage and collect my diploma. This was a HUGE Impact in regards of passing all of my classes and earning all of my credits in order to be apart of the NOW Arena graduation."See full answer
"QUESTION: Imagine that you are a PM that owns the post booking experience at Airbnb.How would you solve for the worst post-booking experience?
Follow-up questions:
Specific business goal in mind? (no)
What is my scope? Do I own all post booking across product category? Or is there a specific product that I am focussing on (events, homes, specific home duration)? (you chose)
Am I focussing on the user - renter or event goer? Or the creator - host or event creator? (your choice)
Do yo"
Anonymous Aardvark - "QUESTION: Imagine that you are a PM that owns the post booking experience at Airbnb.How would you solve for the worst post-booking experience?
Follow-up questions:
Specific business goal in mind? (no)
What is my scope? Do I own all post booking across product category? Or is there a specific product that I am focussing on (events, homes, specific home duration)? (you chose)
Am I focussing on the user - renter or event goer? Or the creator - host or event creator? (your choice)
Do yo"See full answer
"My Favourite music application - YT Music
YT music is a music streaming service for individuals. YT Music is exclusive for YT Premium members.
Users :
Listeners
Creator Ops (internal to Youtube)
Business Goal : Improve Listener engagement by 20% in the next 6 months.
Listener Engagement - DAU (Activity is defined as listened to music for at-least 10 mins)
Listener User Segments :
Music Enthusiasts
Music for relaxation
Which segment has the opportunity?
List Pain"
Shivam G. - "My Favourite music application - YT Music
YT music is a music streaming service for individuals. YT Music is exclusive for YT Premium members.
Users :
Listeners
Creator Ops (internal to Youtube)
Business Goal : Improve Listener engagement by 20% in the next 6 months.
Listener Engagement - DAU (Activity is defined as listened to music for at-least 10 mins)
Listener User Segments :
Music Enthusiasts
Music for relaxation
Which segment has the opportunity?
List Pain"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
"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