"let's say I'm working on a social media platform and considering implementing a new feature: "Reactions" to posts, similar to Facebook's reactions (like, love, haha, wow, sad, angry). Here's how I would conduct an A/B test for this feature:
Define goals and Identify the feature: Goal is to increase user engagement and provide more nuanced ways for users to express their reactions to posts.The feature I want to test is the introduction of "Reactions" buttons alongside the traditional "Lik"
Ankita S. - "let's say I'm working on a social media platform and considering implementing a new feature: "Reactions" to posts, similar to Facebook's reactions (like, love, haha, wow, sad, angry). Here's how I would conduct an A/B test for this feature:
Define goals and Identify the feature: Goal is to increase user engagement and provide more nuanced ways for users to express their reactions to posts.The feature I want to test is the introduction of "Reactions" buttons alongside the traditional "Lik"See full answer
"Clarify:
Understanding of wallets an UPI
What is failure rate here? - transaction failed
Is it real time failure or successful on front end but failed in backend - assuming it is front end, real time failure.
Have other related products/features experienced the same change?
Diagnose (impact, significance)
Failure rate = assuming it is significantly increasing
Impact = customer lifetime value, # of bookings, Avg order value and satisfaction too.
Users & value
Seller = Revenue
"
Apurv W. - "Clarify:
Understanding of wallets an UPI
What is failure rate here? - transaction failed
Is it real time failure or successful on front end but failed in backend - assuming it is front end, real time failure.
Have other related products/features experienced the same change?
Diagnose (impact, significance)
Failure rate = assuming it is significantly increasing
Impact = customer lifetime value, # of bookings, Avg order value and satisfaction too.
Users & value
Seller = Revenue
"See full answer
Product Manager
Execution
+1 more
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"My Favorite Product is Grammarly unlike Microsoft spell checker, it helps correct the mistakes as I compose my sentences. It follows rules, patterns, machine learning, deep learning, and natural language processing (NLP) to improve users’ writing skills and improve their confidence in writing skills.
I would evaluate this product by the following design principles.
Usefulness
Understandability
Innovative
It’s honest
I can expand this criterion and explain how I evaluate prod"
Dev S. - "My Favorite Product is Grammarly unlike Microsoft spell checker, it helps correct the mistakes as I compose my sentences. It follows rules, patterns, machine learning, deep learning, and natural language processing (NLP) to improve users’ writing skills and improve their confidence in writing skills.
I would evaluate this product by the following design principles.
Usefulness
Understandability
Innovative
It’s honest
I can expand this criterion and explain how I evaluate prod"See full answer
"I was the PM of a beta product which started to be utilized by a range of users. Although I maintained and communicated a road map that outlined upcoming features at a high level, it wasn't very clear to the users whether certain features were going to be improved, certain low level features were going to be added, or whether these were on our radar at all. We don't have a large team to support call desk or a marketing team. I was having multiple, one of conversations with different users and c"
rocketscientist - "I was the PM of a beta product which started to be utilized by a range of users. Although I maintained and communicated a road map that outlined upcoming features at a high level, it wasn't very clear to the users whether certain features were going to be improved, certain low level features were going to be added, or whether these were on our radar at all. We don't have a large team to support call desk or a marketing team. I was having multiple, one of conversations with different users and c"See full answer
"· Scoping the problem:
· What kind of aeroplane - wide / narrow body, single/double deck. Assume normal domestic US plane with about 150 seating capacity
Will the plane be empty(no passengers or luggage) - assume yes
Will we only fill the cockpit, passenger area and cargo hold or do we need to consider wings, engines, etc - assume no
We will consider the theoretical limit and ignore any inefficiencies in arranging the balls
Breaking the problem down:
Considering the interior o"
Sid S. - "· Scoping the problem:
· What kind of aeroplane - wide / narrow body, single/double deck. Assume normal domestic US plane with about 150 seating capacity
Will the plane be empty(no passengers or luggage) - assume yes
Will we only fill the cockpit, passenger area and cargo hold or do we need to consider wings, engines, etc - assume no
We will consider the theoretical limit and ignore any inefficiencies in arranging the balls
Breaking the problem down:
Considering the interior o"See full answer
"Clarifying Questions
Who are we? Traditional elevator company or a new age tech startup
Assumption: New age tech based elevator company
Any constraints: Budget, etc. Assumption: No
What kind of a skyscraper building:
Assumption: Commercial. Includes office spaces as well as others
Any particular goal with respect to building this elevator? Design best in class elevator providing the best user experience for passengers
User needs - Users have the following needs when"
Shasleen I. - "Clarifying Questions
Who are we? Traditional elevator company or a new age tech startup
Assumption: New age tech based elevator company
Any constraints: Budget, etc. Assumption: No
What kind of a skyscraper building:
Assumption: Commercial. Includes office spaces as well as others
Any particular goal with respect to building this elevator? Design best in class elevator providing the best user experience for passengers
User needs - Users have the following needs when"See full answer
"Assumptions and Clarification!
What kind of blind person are we talking about ? Are they partially blind? Color Blind? Can Detect Light ? Can See blurry Images?
Is the Blind person an adult, elderly or a teenager?
Do they have any additional disabilities?
Where will this Iron be used? At home? or perhaps one for travel?
Do we have any limitation of resources?
Assumptions-
We are talking about a Complete Blind person who cannot see anything at all i.e Zero ability to se"
Prabhav G. - "Assumptions and Clarification!
What kind of blind person are we talking about ? Are they partially blind? Color Blind? Can Detect Light ? Can See blurry Images?
Is the Blind person an adult, elderly or a teenager?
Do they have any additional disabilities?
Where will this Iron be used? At home? or perhaps one for travel?
Do we have any limitation of resources?
Assumptions-
We are talking about a Complete Blind person who cannot see anything at all i.e Zero ability to se"See full answer
"Clarifying questions:
Can we pick any business product across CapOne spectrum? any preference? - Assume pick any
Are there any specific geographies you'd like to focus on?
Are there any specific customer segments you'd like to focus on?
Are you able to provide any information on the market/competitive analysis? Or I can just make reasonable assumptions along the way.
Confirming we care about revenue? not profit per customer?
Lay out the framework:
I'd like to focus on the followi"
R K. - "Clarifying questions:
Can we pick any business product across CapOne spectrum? any preference? - Assume pick any
Are there any specific geographies you'd like to focus on?
Are there any specific customer segments you'd like to focus on?
Are you able to provide any information on the market/competitive analysis? Or I can just make reasonable assumptions along the way.
Confirming we care about revenue? not profit per customer?
Lay out the framework:
I'd like to focus on the followi"See full answer
"Great. I'm going to get started by asking clarification questions for (1) understanding of the gap by assessing current product features for bookings via platform?, (2) brainstorming possible solutions, (3) how to implement solutions, and (4) suggesting metrics to validate solutions towards an increase of bookings
Clarification questions & Assumptions:
What is customer segment (family/ group/ individual)? In which market? (individual & US market)
Should I specifically focus on one of use ca"
Anna H. - "Great. I'm going to get started by asking clarification questions for (1) understanding of the gap by assessing current product features for bookings via platform?, (2) brainstorming possible solutions, (3) how to implement solutions, and (4) suggesting metrics to validate solutions towards an increase of bookings
Clarification questions & Assumptions:
What is customer segment (family/ group/ individual)? In which market? (individual & US market)
Should I specifically focus on one of use ca"See full answer
"Clarifying question: how does Uber know that this is happening and has there already been research as to why drivers are doing this?
Approach:
Understand the problem and how big of a problem is it? Is it a big enough problem to address given other competing priorities?
Given the why's both for drivers and riders, ideate solutions to both drivers and riders
Prioritize solutions
Measure of success
Summary
Propose the approach above and solicit feedback from interviewer, incorporat"
Anonymous Sparrow - "Clarifying question: how does Uber know that this is happening and has there already been research as to why drivers are doing this?
Approach:
Understand the problem and how big of a problem is it? Is it a big enough problem to address given other competing priorities?
Given the why's both for drivers and riders, ideate solutions to both drivers and riders
Prioritize solutions
Measure of success
Summary
Propose the approach above and solicit feedback from interviewer, incorporat"See full answer
"When the COVID influx started to flow through hospitals, there were a lot of questions and no time to find solutions. So we set up a command center to manage the flow of issues, triaged them appropriately, and mobilized teams to find quick resolutions. We had to escalate quickly and effectively to find quick resolutions. The team had to rotate the leadership of the command center to avoid burnout due to working round the clock and in unconventional ways to manage the workload. For example, we ha"
Manish G. - "When the COVID influx started to flow through hospitals, there were a lot of questions and no time to find solutions. So we set up a command center to manage the flow of issues, triaged them appropriately, and mobilized teams to find quick resolutions. We had to escalate quickly and effectively to find quick resolutions. The team had to rotate the leadership of the command center to avoid burnout due to working round the clock and in unconventional ways to manage the workload. For example, we ha"See full answer
"Understand Wikipedia
Wikipedia is an online encyclopedia that gives everyone access to unbiased and accurate knowledge and information.
Current products:
Website - people use Wikipedia to search and pull up articles written around a specific topic
Integration with other products such as browsers and kindles - people highlight a word/subject and they can pull up the relevant wikipedia if it's available.
Business model: It's a non-profit organization t"
SweetTaco - "Understand Wikipedia
Wikipedia is an online encyclopedia that gives everyone access to unbiased and accurate knowledge and information.
Current products:
Website - people use Wikipedia to search and pull up articles written around a specific topic
Integration with other products such as browsers and kindles - people highlight a word/subject and they can pull up the relevant wikipedia if it's available.
Business model: It's a non-profit organization t"See full answer
"Clarifying and assumption
When we say financial security, are we talking about authentication, fraud detection or money laundering? Assumption: Fraud detection. Focusing specifically on transaction-level fraud.
Is this an internal AI implementation or an external third-party service we provide to multiple financial businesses? Assumption: External Third-party AI financial security product.
Requirements
Need to detect when fraudulent transactions happen.
**Detection stra"
Darpan D. - "Clarifying and assumption
When we say financial security, are we talking about authentication, fraud detection or money laundering? Assumption: Fraud detection. Focusing specifically on transaction-level fraud.
Is this an internal AI implementation or an external third-party service we provide to multiple financial businesses? Assumption: External Third-party AI financial security product.
Requirements
Need to detect when fraudulent transactions happen.
**Detection stra"See full answer
"To measure the success of the WhatsApp engagement and retention is crucial along with monitiozation. So, i will make sure following metrics:**
Daily Active Users (DAU) and Monthly Active Users (MAU): DAU and MAU are critical metrics for understanding the scale and engagement level of the user base. A healthy ratio between DAU and MAU (known as stickiness) indicates strong user retention and habitual use.
Message Sent/Received Volume: The volume of messages sent and received is a d"
Bhuppi S. - "To measure the success of the WhatsApp engagement and retention is crucial along with monitiozation. So, i will make sure following metrics:**
Daily Active Users (DAU) and Monthly Active Users (MAU): DAU and MAU are critical metrics for understanding the scale and engagement level of the user base. A healthy ratio between DAU and MAU (known as stickiness) indicates strong user retention and habitual use.
Message Sent/Received Volume: The volume of messages sent and received is a d"See full answer