"This is a very interesting question. First, I would like to ask a few clarifying questions about the premise, as I am not a bird expert! (pause for polite chuckle.)
For the purposes of this question, I am going to assume some priors about you mean when you say "survival" and "adaptation". If we are discussing these in the evolutionary sense, it's very difficult to understand the time scale and actual causality that would be needed to bring about any sort of assessment of how this one aspect of"
Tyler V. - "This is a very interesting question. First, I would like to ask a few clarifying questions about the premise, as I am not a bird expert! (pause for polite chuckle.)
For the purposes of this question, I am going to assume some priors about you mean when you say "survival" and "adaptation". If we are discussing these in the evolutionary sense, it's very difficult to understand the time scale and actual causality that would be needed to bring about any sort of assessment of how this one aspect of"See full answer
"If I launched a feature users love but that isn't driving business value, I'd first validate whether we're measuring the right metrics — then systematically test monetization paths before deciding to scale, pivot, or kill it.
Step 1: Diagnose the Gap
I'd start by understanding why engagement isn't translating to business impact. The problem usually falls into one of three categories:
Wrong user segment: The feature attracts users who don't convert or have low lifetime value
**Mis"
Varun G. - "If I launched a feature users love but that isn't driving business value, I'd first validate whether we're measuring the right metrics — then systematically test monetization paths before deciding to scale, pivot, or kill it.
Step 1: Diagnose the Gap
I'd start by understanding why engagement isn't translating to business impact. The problem usually falls into one of three categories:
Wrong user segment: The feature attracts users who don't convert or have low lifetime value
**Mis"See full answer
"This is a 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
As"
Exponent - "This is a 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
As"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
"First, it's important to recognize this type of question as a Fermi question in disguise. We need to estimate the total market size of Dropbox for small and medium-sized businesses, which involves approximating things like the number of SMBs as well as the average revenue per SMB to get to our answer. Luckily, we have a playbook for these kinds of questions.
Here's our formula for tackling Fermi questions:
Ask clarifying questions
Catalog what you know
**Make equation(s)"
Exponent - "First, it's important to recognize this type of question as a Fermi question in disguise. We need to estimate the total market size of Dropbox for small and medium-sized businesses, which involves approximating things like the number of SMBs as well as the average revenue per SMB to get to our answer. Luckily, we have a playbook for these kinds of questions.
Here's our formula for tackling Fermi questions:
Ask clarifying questions
Catalog what you know
**Make equation(s)"See full answer
"I would improve the Walmart search function by being more specific on what I’m searching like for example if I’m searching for potato chips I would just type Lays Potato Chips and then click the search button and It will appear a lot of options instead of all other brands."
Amparo L. - "I would improve the Walmart search function by being more specific on what I’m searching like for example if I’m searching for potato chips I would just type Lays Potato Chips and then click the search button and It will appear a lot of options instead of all other brands."See full answer
"This was a fun question asked recently by Amazon. Let's get to it! This is a Design Question so let's follow the formula:
Ask Clarifying Questions
Identify user behaviors, types, and pain points
State the goal and use cases
List current solutions
Brainstorm new solutions
Evaluate and select solution
Measure success
Summarize
Ask clarifying questions
Here we want to clarify scope and make sure we are on the same page as the interview"
Exponent - "This was a fun question asked recently by Amazon. Let's get to it! This is a Design Question so let's follow the formula:
Ask Clarifying Questions
Identify user behaviors, types, and pain points
State the goal and use cases
List current solutions
Brainstorm new solutions
Evaluate and select solution
Measure success
Summarize
Ask clarifying questions
Here we want to clarify scope and make sure we are on the same page as the interview"See full answer