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 (3)
Branches
Subtopics
Access
Free onlyQuestion type
Type to find a company, then pick it from the list below.
Tool
11 questions
Decompose weekly active teams
Break a north-star metric into multiplicative drivers.
Written case · Metrics · 18 min · Medium
Product Analytics & Metrics · Original Uplift question
Reading a flattening retention curve
Interpret a curve that flattens above zero.
Quick check · Retention · Amplitude · 6 min · Medium
Product Analytics & Metrics · Original Uplift question
Reddit traffic is down 5%
Reddit's traffic went down 5%.
Written case · Diagnosis · 18 min · Medium
Product Analytics & Metrics · Reported interview question
Measure the success of YouTube Shorts
How would you measure the success of YouTube Shorts?
Written case · Measuring impact · 15 min · Medium
Product Analytics & Metrics · Reported interview question
Measure the success of Snap Map
How would you measure the success of Snap Map (the map showing friends' locations and activity)?
Written case · Measuring impact · 15 min · Medium
Product Analytics & Metrics · Reported interview question
Metrics after a user follows a new page
What metrics would you track after a user follows a new page on LinkedIn, and why?
Written case · Metrics for pms · 12 min · Medium
Product Analytics & Metrics · Reported interview question
Metrics for the success of an Instagram ad
What metrics would you use to measure the success of an Instagram ad?
Written case · Measuring impact · 12 min · Medium
Product Analytics & Metrics · Reported interview question
A retention curve that smiles
Your retention curve declines for the first few months, then ticks upward again later (a 'smile' shape).
Quick check · Retention · 6 min · Medium
Product Analytics & Metrics · Original Uplift question
Measure the health of a Facebook Group
You own analytics for Facebook Groups.
Written case · Metrics · 18 min · Medium
Product Analytics & Metrics · Reported at Meta
Evaluate engagement of new users
A consumer app acquired 100,000 new users last month.
Written case · Retention · 16 min · Medium
Product Analytics & Metrics · Reported interview question
Write the instrumentation plan for a new feature
A saved-searches feature ships in three weeks and has no tracking yet.
Written case · Tooling · Amplitude / Mixpanel · 15 min · Medium
Product Analytics & Metrics · Original Uplift question