"Let's take Google Fitbit as the product and analyze how to identify its competitors.
1. Identify Direct Competitors (Similar Wearables & Smartwatches)
Fitbit is a fitness tracker and smartwatch brand, so direct competitors include:
Apple Watch Series (Apple)
Samsung Galaxy Watch (Samsung)
Garmin Wearables (Garmin)
Amazfit & Zepp (Huami)
Xiaomi Mi Band (Xiaomi)
These brands offer smartwatches or fitness bands with similar health-tracking features.
2. Use Launch Events for Insi"
Rajdeep J. - "Let's take Google Fitbit as the product and analyze how to identify its competitors.
1. Identify Direct Competitors (Similar Wearables & Smartwatches)
Fitbit is a fitness tracker and smartwatch brand, so direct competitors include:
Apple Watch Series (Apple)
Samsung Galaxy Watch (Samsung)
Garmin Wearables (Garmin)
Amazfit & Zepp (Huami)
Xiaomi Mi Band (Xiaomi)
These brands offer smartwatches or fitness bands with similar health-tracking features.
2. Use Launch Events for Insi"See full answer
"Explained the charts with using
Scatter Plot with Size and Color Encoding
X-axis: Ride duration (in minutes).
Y-axis: Total fare (in dollars).
Point size: Encodes the star rating (e.g., larger points for higher ratings).
Point color: Indicates whether the rating is favorable (green) or unfavorable (red).
Heatmap for Correlation Analysis
Why: Heatmaps are ideal for quickly identifying patterns and correlations between variables.
How:
Create a heatmap matrix where rows represent ride durat"
Saisandeep M. - "Explained the charts with using
Scatter Plot with Size and Color Encoding
X-axis: Ride duration (in minutes).
Y-axis: Total fare (in dollars).
Point size: Encodes the star rating (e.g., larger points for higher ratings).
Point color: Indicates whether the rating is favorable (green) or unfavorable (red).
Heatmap for Correlation Analysis
Why: Heatmaps are ideal for quickly identifying patterns and correlations between variables.
How:
Create a heatmap matrix where rows represent ride durat"See full answer
"SELECT customer_id,
order_date,
orderid AS secondearliestorderid
FROM (
SELECT order_id,
customer_id,
order_date,
ROWNUMBER() OVER (PARTITION BY customerid, orderdate ORDER BY orderid ASC) AS rank
FROM orders
)
WHERE rank = 2
ORDER BY orderdate, customerid
`"
Tiffany A. - "SELECT customer_id,
order_date,
orderid AS secondearliestorderid
FROM (
SELECT order_id,
customer_id,
order_date,
ROWNUMBER() OVER (PARTITION BY customerid, orderdate ORDER BY orderid ASC) AS rank
FROM orders
)
WHERE rank = 2
ORDER BY orderdate, customerid
`"See full answer
"Since there is a need for the data to be accurate and consistent without any latency to allocate a spot, can't the data be synchronously synced to replicas after every write as the number of writes are not many per min, instead of read lock phenomena
Let me know if i am on a wrong thought here."
Chitapuram N. - "Since there is a need for the data to be accurate and consistent without any latency to allocate a spot, can't the data be synchronously synced to replicas after every write as the number of writes are not many per min, instead of read lock phenomena
Let me know if i am on a wrong thought here."See full answer
"At RTI while working on content-based recommender system on our ecommerce site, we received request from one of our distributor clients to make the system not only suggest products based on their purchasing history but also exclusively push higher priced items, regardless of their actual needs or demand patterns, it was challenging situation because it contradicted the primary purpose of our system, which was value based, patient centric product recommendations.
To understand in this situation i"
Vihari K. - "At RTI while working on content-based recommender system on our ecommerce site, we received request from one of our distributor clients to make the system not only suggest products based on their purchasing history but also exclusively push higher priced items, regardless of their actual needs or demand patterns, it was challenging situation because it contradicted the primary purpose of our system, which was value based, patient centric product recommendations.
To understand in this situation i"See full answer
Product Manager
Behavioral
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarify: I'm assuming that a workplace chat app is similar to something like Slack or Teams, which is a web app/mobile platform for employees to securely message each other directly or in a grouping (i.e. a channel). I'm also assuming that this workplace app is for a generic company, and not Microsoft or Salesforce.
Goals: Workplace apps serve a vital connective tissue within enterprises to allow employees to freely message one another and collaborate on projects. These services a"
William D. - "Clarify: I'm assuming that a workplace chat app is similar to something like Slack or Teams, which is a web app/mobile platform for employees to securely message each other directly or in a grouping (i.e. a channel). I'm also assuming that this workplace app is for a generic company, and not Microsoft or Salesforce.
Goals: Workplace apps serve a vital connective tissue within enterprises to allow employees to freely message one another and collaborate on projects. These services a"See full answer
"Clarifying Questions
What is meant by art-related product? Is it a product where art can be shared by creators and viewed by viewers? Yes
What is art? It can be painting, song, video creators etc.
Meta
Mission: To form a worldwide community
Goals:
Brings creators and viewers worldwide
To strengthen the Meta community
Strengths
Social network
Users
Creators (L, L, L)
Viewers (L, L, L)
User Journey
1."
Shiv C. - "Clarifying Questions
What is meant by art-related product? Is it a product where art can be shared by creators and viewed by viewers? Yes
What is art? It can be painting, song, video creators etc.
Meta
Mission: To form a worldwide community
Goals:
Brings creators and viewers worldwide
To strengthen the Meta community
Strengths
Social network
Users
Creators (L, L, L)
Viewers (L, L, L)
User Journey
1."See full answer
"Situation:
While working at CVS Health, our inventory management system for OTCHS products was facing challenges. We had increasing stock outs, and our existing data was insufficient to fully understand and address the issue since it has been only a year this product line was initiated.
Action:
Although we do have a forecasting model to predict demand and other algorithms to trigger out of stock flags to warehouses to fill them, lack of data points on seasonality, supplier delays, compliance"
Vihari K. - "Situation:
While working at CVS Health, our inventory management system for OTCHS products was facing challenges. We had increasing stock outs, and our existing data was insufficient to fully understand and address the issue since it has been only a year this product line was initiated.
Action:
Although we do have a forecasting model to predict demand and other algorithms to trigger out of stock flags to warehouses to fill them, lack of data points on seasonality, supplier delays, compliance"See full answer
"I'd tell the interviewer that I'd start off with clarifying the question to make sure I understand it correctly (see 1 below). Then, I'd tell the interviewer my approach to make sure they know what to expect as I talk through. Approach would start with discussing the mission and connecting a north star metric (NSM) to the mission, then discuss key product metrics that are inputs towards NSM. If there's time at the end and if the interviewer wants to go down this path, we should also talk about t"
Michelle D. - "I'd tell the interviewer that I'd start off with clarifying the question to make sure I understand it correctly (see 1 below). Then, I'd tell the interviewer my approach to make sure they know what to expect as I talk through. Approach would start with discussing the mission and connecting a north star metric (NSM) to the mission, then discuss key product metrics that are inputs towards NSM. If there's time at the end and if the interviewer wants to go down this path, we should also talk about t"See full answer
"I use a data driven approach by ensuring there is a deep-dive on all alternatives. My approach to tradeoffs is around how to achieve the customer experience needed. I ensure there is an immediate path to green for a solution and a follow-up solution addressing the problem rightly."
Syed I. - "I use a data driven approach by ensuring there is a deep-dive on all alternatives. My approach to tradeoffs is around how to achieve the customer experience needed. I ensure there is an immediate path to green for a solution and a follow-up solution addressing the problem rightly."See full answer
"Clarifying questions:
How much is the decline?
Since when have sales been declining?
Make sure that it has correlation with competition and not a premature assumption that can come from something internal (not external competition).
Is it all the stores? What is the variation in the dicline?
If you have stores that have 20% less sales vs some that are steady, it might be something related to the store experience specifically.
How does the decrease in sales compare to cities that ha"
Natalia N. - "Clarifying questions:
How much is the decline?
Since when have sales been declining?
Make sure that it has correlation with competition and not a premature assumption that can come from something internal (not external competition).
Is it all the stores? What is the variation in the dicline?
If you have stores that have 20% less sales vs some that are steady, it might be something related to the store experience specifically.
How does the decrease in sales compare to cities that ha"See full answer
"Gardening product for Meta
Clarifying question:
Is this going to be a new product? Or part of FB/IG?
Gardening as a work? Pleasure?
Lets start with META mission - Meta’s mission is to bring people together and form a community.
In our case of gardening, it can be smart to solve the case of tips and questions, specially for users that just start to do some gardening. Its a nice hobby and can bring people to work together and support each other.
Users
I think I will go and seg"
Rita V. - "Gardening product for Meta
Clarifying question:
Is this going to be a new product? Or part of FB/IG?
Gardening as a work? Pleasure?
Lets start with META mission - Meta’s mission is to bring people together and form a community.
In our case of gardening, it can be smart to solve the case of tips and questions, specially for users that just start to do some gardening. Its a nice hobby and can bring people to work together and support each other.
Users
I think I will go and seg"See full answer
"Awesome thanks for your question. Can I take a few seconds to write down some thoughts? - Sure
Okay I’m ready. So the way I’ll work through this problem is that first I’ll ask some clarifying questions, then I’ll dig into the why, starting with Facebook’s mission and competition and try to end up with a why for this product to exist. Then we will talk about users and will pick a user to focus on. We will then figure out which need to solve for the user given the product's why and the context we"
Jimmy K. - "Awesome thanks for your question. Can I take a few seconds to write down some thoughts? - Sure
Okay I’m ready. So the way I’ll work through this problem is that first I’ll ask some clarifying questions, then I’ll dig into the why, starting with Facebook’s mission and competition and try to end up with a why for this product to exist. Then we will talk about users and will pick a user to focus on. We will then figure out which need to solve for the user given the product's why and the context we"See full answer
"A good answer is describing an experience where you either proposed something that was selected after discussion or an alternate approach was taken, or you disagreed with a decision and argued for something else, either successfully or not. A good answer would be you had cogent arguments, the decision went another way for some reason, and you then fully backed the decision (agree to disagree is another way of stating it). You did not take it personally and you fully committed to the deci"
Mrinalini R. - "A good answer is describing an experience where you either proposed something that was selected after discussion or an alternate approach was taken, or you disagreed with a decision and argued for something else, either successfully or not. A good answer would be you had cogent arguments, the decision went another way for some reason, and you then fully backed the decision (agree to disagree is another way of stating it). You did not take it personally and you fully committed to the deci"See full answer
"As a Product Manager for Instagram Reels, understanding Meta's investment in this product requires considering the broader competitive landscape, primarily TikTok, and Instagram's monetization strategy through ads. The focus on Reels is a strategic move to capture a share of the short-form video market, increase user engagement, and drive ad revenue.
Lets start with why Meta invested in Instagram reels
1. Competing with TikTok:
TikTok's explosive growth in the short-form video space pose"
R K. - "As a Product Manager for Instagram Reels, understanding Meta's investment in this product requires considering the broader competitive landscape, primarily TikTok, and Instagram's monetization strategy through ads. The focus on Reels is a strategic move to capture a share of the short-form video market, increase user engagement, and drive ad revenue.
Lets start with why Meta invested in Instagram reels
1. Competing with TikTok:
TikTok's explosive growth in the short-form video space pose"See full answer