Catalog
8 branches of analytics, product and AI interview questions
Explore eight skill tracks, called branches, filterable by subtopic, company, tool and difficulty. SQL questions run against sample tables, choice and numeric answers are checked instantly, and written cases are scored against evaluation criteria.
Filters (2)
Branches
Subtopics
Access
Free onlyQuestion type
Type to find a company, then pick it from the list below.
Tool
7 questions
Catching agent regressions before release
Prevent shipped updates from breaking tasks that used to work.
Quick check · Evaluation · 6 min · Easy
AI Agents & Automation · Original Uplift question
Cost per resolved ticket for an AI agent
Compute unit economics for an AI support agent.
Calculation · Product metrics · 5 min · Easy
AI Agents & Automation · Original Uplift question
Metrics to judge a support agent rollout
Choose the scoreboard for an AI support agent.
Written case · Product metrics · 15 min · Medium
AI Agents & Automation · Original Uplift question
Offline vs online evaluation
You're shipping an AI support agent.
Quick check · Evaluation · 6 min · Medium
AI Agents & Automation · Company-context scenario
Which success metric reflects the user's experience
An agent solves 70% of tasks on the first attempt and 90% within three attempts.
Quick check · Product metrics · 6 min · Easy
AI Agents & Automation · Company-context scenario
Design an AI travel-itinerary assistant
As the product manager at Booking.com, design a generative-AI assistant that creates personalized travel itineraries using destination, activity, and accommodation preferences.
Written case · Product metrics · 20 min · Medium
AI Agents & Automation · Reported at Booking.com
Choose the right approval boundary
A finance agent can read invoices, prepare payments, and submit them to the bank.
Quick check · Product metrics · 7 min · Easy
AI Agents & Automation · Reported interview question