| 1 | Asked Sep 2026How would you measure the effectiveness of the LinkedIn search feature? What would the KPIs be?4 | Hard | Metrics | LinkedIn |
| 2 | How do you quantify customer satisfaction? What are a few metrics that might help you measure it? Which metric(s) should Amazon use?42 | Easy | Metrics | Amazon |
| 3 | Asked Sep 2026Strategies to Increase Engagement on PayPal4 | Hard | Strategy | PayPal |
| 4 | Asked Sep 2026Redesign Lyft to Increase Driver Tips3 | Hard | Strategy | Lyft |
| 5 | North-Star Metric for Evaluating Airbnb’s Customer Support Team7 | Medium | Metrics | Airbnb |
| 6 | Measure Success of a New Netflix Show9 | Hard | Metrics | Netflix |
| 7 | Make Dropbox More Useful for K-12 Schools7 | Easy | Strategy | Dropbox |
| 8 | Suppose we're launching a major new version of Walmart's Android app. What metrics would you track to test if the rollout went smoothly?4 | Medium | Metrics | Walmart |
| 9 | Top-line Metrics and KPIs for Affirm2 | Easy | Metrics | Affirm |
| 10 | Asked Sep 2026KPIs for Shopify and How They Differ from Other Ecommerce Companies1 | Medium | Metrics | Shopify |
| 11 | Designing Advertisements for Robinhood: Advertiser and User Experience2 | Hard | Product Design | Robinhood |
| 12 | Key Metrics for Measuring Success of Microsoft Outlook2 | Medium | Metrics | Asana |
| 13 | Solution for Helping Small Merchants with Chargebacks and Disputed Payments2 | Hard | Product Design | Stripe |
| 14 | Common Problems Guests Have with Airbnb Properties and Solutions2 | Medium | Strategy | Airbnb |
| 15 | How to Measure the Success of LinkedIn's Suggested Connections Feature10 | Easy | Metrics | LinkedIn |
| 16 | How would you increase LinkedIn retention among professionals who are satisfied with their jobs?4 | Easy | Metrics | LinkedIn |
| 17 | Design a Lyft experience for large groups (e.g. a party of 50 people moving from the hotel to the nightclub together).2 | Hard | Product Design | Lyft |
| 18 | How to Measure the Success of Surge Pricing for Lyft1 | Medium | Metrics | Lyft |
| 19 | Imagine you're a Lyft PM. How would you improve public transportation?1 | Hard | Strategy | Lyft |
| 20 | How to Improve the Core PayPal App2 | Medium | Product Design | PayPal |
| 21 | Designing an Effective Homescreen for an Email Marketing Platform3 | Medium | Product Design | Shopify |
| 22 | Analyzing Airbnb's A/B Test for New Signup Flow2 | Medium | Metrics | Airbnb |
| 23 | Analyzing DoorDash's Decrease in Average Order Value (AOV)1 | Easy | Metrics | DoorDash |
| 24 | Suppose your team is testing autonomous vehicles for ridesharing in Palo Alto. How would you design this test? What metrics would you look at to judge if this test was successful?2 | Hard | Strategy | Lyft |
| 25 | Increasing LinkedIn Retention Among Job-Satisfied Professionals2 | Medium | Strategy | LinkedIn |
| 26 | LinkedIn Feature Dislike and Suggested Improvement1 | Easy | Strategy | LinkedIn |
| 27 | Designing a Fraud Detection Algorithm for PayPal | Hard | Strategy | PayPal |
| 28 | How Hotels Can Stay Relevant and How Airbnb Can Pre-Empt Them | Medium | Strategy | Airbnb |
| 29 | Solving Common Guest Problems and Retaining Airbnb Users1 | Easy | Strategy | Airbnb |
| 30 | Explaining Shopify to a Mom-and-Pop Bakery | Medium | Strategy | Shopify |
| 32 | Deriving Insights from Netflix's Double-Thumbs-Up Button1 | Medium | Metrics | Netflix |
| 33 | Three North-Star Metrics for a CRM Tool | Easy | Metrics | Salesforce |
| 34 | Why do you want to work at Netflix?1 | Medium | Behavioral | Netflix |
| 35 | Adapting to Netflix Culture? | Hard | Behavioral | Netflix |
| 36 | Design an algorithm that computes a similarity score between two users' watch histories | Hard | Technical | Netflix |
| 37 | Design an algorithm to automatically generate subtitles for a movie. | Hard | Technical | Netflix |
| 38 | Redesign Netflix's recommendation algorithm.1 | Hard | Technical | Netflix |
| 39 | How would you measure the success of Venmo?1 | Medium | Metrics | PayPal |
| 40 | Measure Lyft driver rating system. | Medium | Metrics | Lyft |
| 41 | Asked Sep 2026Investigate Decline in Uber Eats Courier Metrics. | Hard | Metrics | Stripe |
| 42 | Lyft cancellations have jumped 20% this week. What do you think happened? | Medium | Metrics | Lyft |
| 43 | The number of active Lyft drivers in Denver fell 30% month-over-month. How would you triage this? | Medium | Metrics | Lyft |
| 44 | Describe the metrics you’d use to measure Notion’s success.1 | Medium | Metrics | Dropbox |
| 45 | What are the 5 most important metrics to Dropbox? | Medium | Metrics | Dropbox |
| 46 | Airbnb check-in experience metrics | Medium | Metrics | Dropbox |
| 47 | Design an infotainment system for a motorcycle. | Hard | Product Design | Dropbox |
| 48 | Design a collaborative note-taking product for businesses. | Medium | Product Design | Dropbox |
| 49 | Design a collaborative digital whiteboarding product for large enterprises. | Hard | Product Design | Dropbox |
| 50 | Asked Sep 2026Design ability for ecommerce customers pay in several installments.2 | Hard | Product Design | PayPal |
| 51 | Asked Sep 2026The average number pins has gone down 6%. What might have caused this?1 | Hard | Technical | Pinterest |