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How would you improve Spotify's podcast discovery?

Spotify wants to grow podcast engagement among users who primarily come for music. Discovery is the bottleneck — most music-first users never open the Podcasts tab. Design improvements to help these users find podcasts they'll actually finish.

Product DesignMediumSpotifyFree
A feature's DAU dropped 15% overnight — diagnose it.

You're the PM for a food-delivery app's 'reorder' feature. Yesterday its DAU fell 15% versus trailing average, and it hasn't recovered today. Walk through your diagnosis.

ExecutionMediumSwiggyFree
Tell me about influencing without authority.

The classic behavioral. The interviewer is scoring: real stakes, YOUR actions, a measurable result, and honest reflection.

BehavioralEasyAmazonMicrosoftFree
Which Apple product is your favorite, and how would you improve it?

The opener in nearly every Apple PM loop. Your interviewer is a hiring-manager PM who lives and breathes these products. It sounds like small talk, but it is graded like a mini design round: product taste, user empathy, and whether you can critique the world's most polished products at the interaction level.

Product DesignEasyAppleFree
How many photos are uploaded to Instagram daily?

A classic top-down estimation. Interviewers want structured segmentation and defensible round numbers — not precision.

GuesstimatesEasyMetaFree
Walk me through a product you took from inception to delivery — and what you'd do differently.

Salesforce's PM loop famously ends with a 30-minute presentation to a ~6-person panel of engineers, PMs, and designers, followed by Q&A — and the prompt is a product you carried from inception through delivery. This case is that prompt in interview form: your story, your decision points, and an honest 'what I'd change.'

BehavioralEasySalesforceFree
Design the dining-out reservation experience for District (Zomato's going-out app) to win weekend restaurant bookings.

District, Eternal's standalone going-out app (movies, events, dining), inherits Zomato's massive restaurant discovery graph and the Paytm ticketing acquisition. But dining-out bookings in India are still dominated by walk-ins and WhatsApp/phone calls — most diners don't 'reserve.' You own the Dining tab and must design an experience that converts high-intent weekend diners into confirmed, monetizable bookings without annoying restaurants that fear no-shows.

Product DesignMediumZomatoFree
Design a Blinkit experience for the planned weekly grocery shopper, not the impulse buyer.

Blinkit's own data shows most grocery carts are built over 2-3 days before checkout, and 60-70% of cart items are repeat purchases from prior orders. But the app is optimised for the 10-minute impulse 'I need it now' moment — search, add one thing, checkout. The planned, high-basket-value shopper who could push AOV past ₹650 is under-served. Design a feature to serve them.

Product DesignMediumBlinkitFree
How would you increase ride frequency among existing Lyft riders?

You're a PM on Lyft's Rider team. Q1 2026: 28.3M Active Riders, up 17% YoY — but growth is acquisition-led. Uber uses Eats cross-sell to drive frequency; Lyft deliberately partners with DoorDash instead of building delivery. Your VP asks: how do we get the riders we already have to ride more often?

Product DesignMediumLyft Pro
Tell me about a time priorities changed abruptly in the middle of a project.

TikTok runs at ByteDance's 'Always Day 1' pace — reorgs, regulatory shocks (the US divestiture, EU DSA findings), and quarterly strategy resets are normal. In the behavioral round, the hiring manager wants evidence you can absorb an abrupt mid-project priority change without losing your team or the outcome.

BehavioralEasyTikTokFree
Product DesignSpotify

How would you improve Spotify's podcast discovery?

Spotify wants to grow podcast engagement among users who primarily come for music. Discovery is the bottleneck — most music-first users never open the Podcasts tab. Design improvements to help these users find podcasts they'll actually finish.

MediumFree
ExecutionSwiggy

A feature's DAU dropped 15% overnight — diagnose it.

You're the PM for a food-delivery app's 'reorder' feature. Yesterday its DAU fell 15% versus trailing average, and it hasn't recovered today. Walk through your diagnosis.

MediumFree
BehavioralAmazon

Tell me about influencing without authority.

The classic behavioral. The interviewer is scoring: real stakes, YOUR actions, a measurable result, and honest reflection.

EasyFree
Product DesignApple

Which Apple product is your favorite, and how would you improve it?

The opener in nearly every Apple PM loop. Your interviewer is a hiring-manager PM who lives and breathes these products. It sounds like small talk, but it is graded like a mini design round: product taste, user empathy, and whether you can critique the world's most polished products at the interaction level.

EasyFree
GuesstimatesMeta

How many photos are uploaded to Instagram daily?

A classic top-down estimation. Interviewers want structured segmentation and defensible round numbers — not precision.

EasyFree
BehavioralSalesforce

Walk me through a product you took from inception to delivery — and what you'd do differently.

Salesforce's PM loop famously ends with a 30-minute presentation to a ~6-person panel of engineers, PMs, and designers, followed by Q&A — and the prompt is a product you carried from inception through delivery. This case is that prompt in interview form: your story, your decision points, and an honest 'what I'd change.'

EasyFree
Product DesignZomato

Design the dining-out reservation experience for District (Zomato's going-out app) to win weekend restaurant bookings.

District, Eternal's standalone going-out app (movies, events, dining), inherits Zomato's massive restaurant discovery graph and the Paytm ticketing acquisition. But dining-out bookings in India are still dominated by walk-ins and WhatsApp/phone calls — most diners don't 'reserve.' You own the Dining tab and must design an experience that converts high-intent weekend diners into confirmed, monetizable bookings without annoying restaurants that fear no-shows.

MediumFree
Product DesignBlinkit

Design a Blinkit experience for the planned weekly grocery shopper, not the impulse buyer.

Blinkit's own data shows most grocery carts are built over 2-3 days before checkout, and 60-70% of cart items are repeat purchases from prior orders. But the app is optimised for the 10-minute impulse 'I need it now' moment — search, add one thing, checkout. The planned, high-basket-value shopper who could push AOV past ₹650 is under-served. Design a feature to serve them.

MediumFree
Product DesignLyft

How would you increase ride frequency among existing Lyft riders?

You're a PM on Lyft's Rider team. Q1 2026: 28.3M Active Riders, up 17% YoY — but growth is acquisition-led. Uber uses Eats cross-sell to drive frequency; Lyft deliberately partners with DoorDash instead of building delivery. Your VP asks: how do we get the riders we already have to ride more often?

MediumPro
BehavioralTikTok

Tell me about a time priorities changed abruptly in the middle of a project.

TikTok runs at ByteDance's 'Always Day 1' pace — reorgs, regulatory shocks (the US divestiture, EU DSA findings), and quarterly strategy resets are normal. In the behavioral round, the hiring manager wants evidence you can absorb an abrupt mid-project priority change without losing your team or the outcome.

EasyFree

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