"Is this s shuttle service or the standard uber service? Let's assume the latter. First Uber should gather some data. Find cities similar to Bangalore in several measures that Uber already services. Al bring in cities in India that already are services by Uber, if any. With this in hand, do a multifactoral analysis to try and understand the likely demand in Bangalore. That will help the company understand how many drivers it needs to launch with, so that user expectations for service are met. Hir"
Lee F. - "Is this s shuttle service or the standard uber service? Let's assume the latter. First Uber should gather some data. Find cities similar to Bangalore in several measures that Uber already services. Al bring in cities in India that already are services by Uber, if any. With this in hand, do a multifactoral analysis to try and understand the likely demand in Bangalore. That will help the company understand how many drivers it needs to launch with, so that user expectations for service are met. Hir"See full answer
"This is a classic Strategy Question, which asks you to justify high-level business decisions and strategy. With many acquisition strategy questions, we can first look at core competencies and synergies before offering more complex reasoning.
> WeWork had one of the most disastrous IPOs in recent history in 2019. Some reasons why it failed were:A flawed business model
> Poor leadership
> Poor space optimization
> I'll go into detail about each. Feel free to let me know if you want me to dive"
Exponent - "This is a classic Strategy Question, which asks you to justify high-level business decisions and strategy. With many acquisition strategy questions, we can first look at core competencies and synergies before offering more complex reasoning.
> WeWork had one of the most disastrous IPOs in recent history in 2019. Some reasons why it failed were:A flawed business model
> Poor leadership
> Poor space optimization
> I'll go into detail about each. Feel free to let me know if you want me to dive"See full answer
"To model ROI for a product launch, the first step is to define the timeline you're targeting Example 6 months post-launch, 1 year, or even 5 years.
Tip: Start with a 1-year ROI projection to estimate near-term returns, and build a 3-year projection to evaluate growth and scalability.
ROI is essentially the net return over that period:
Profit=Revenue (within timeline)−Total Cost (from project start)
Total Cost includes both fixed and variable costs incurred since t"
Himanshu G. - "To model ROI for a product launch, the first step is to define the timeline you're targeting Example 6 months post-launch, 1 year, or even 5 years.
Tip: Start with a 1-year ROI projection to estimate near-term returns, and build a 3-year projection to evaluate growth and scalability.
ROI is essentially the net return over that period:
Profit=Revenue (within timeline)−Total Cost (from project start)
Total Cost includes both fixed and variable costs incurred since t"See full answer
"This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"
Exponent - "This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"See full answer
"This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical improvement. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive analysis of what to measure"
Exponent - "This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical improvement. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive analysis of what to measure"See full answer
"This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"
Exponent - "This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"See full answer
"Few clarifications questions,
RealSelf is a platform/place where people go to look for best doctors for cosmetic surgeries and procedures? Am I correct?
Interviewer: Yes.
Cool. So as far as I know RealSelf has a very well designed experience where users can find best suitable treatments, procedures, reviews from the users who have undergone treatments and reviews of doctors/clinics.
As a PM at RealSelf, I need to build a product which is not there already and which adds value to the mission o"
Piyush D. - "Few clarifications questions,
RealSelf is a platform/place where people go to look for best doctors for cosmetic surgeries and procedures? Am I correct?
Interviewer: Yes.
Cool. So as far as I know RealSelf has a very well designed experience where users can find best suitable treatments, procedures, reviews from the users who have undergone treatments and reviews of doctors/clinics.
As a PM at RealSelf, I need to build a product which is not there already and which adds value to the mission o"See full answer
"This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"
Exponent - "This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"See full answer
"This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"
Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"See full answer
"CQs:
Help? → any sort of help
Customer support?
On App guidance?
Help for creators?developers? → no
Currently it is FAQ based, predefined app guide for the new users, customer support for critical cases
Any specific problem came out in research or want me to brainstorm → brainstorm
Improve what? →
CSAT - lagging metric, should not be only goal
Time spent in on app help → key goal is reduce this
No constraints
Geo - US
Users
E"
Sumit P. - "CQs:
Help? → any sort of help
Customer support?
On App guidance?
Help for creators?developers? → no
Currently it is FAQ based, predefined app guide for the new users, customer support for critical cases
Any specific problem came out in research or want me to brainstorm → brainstorm
Improve what? →
CSAT - lagging metric, should not be only goal
Time spent in on app help → key goal is reduce this
No constraints
Geo - US
Users
E"See full answer