Scenario
You own the feed UX for a social app. Designers propose shrinking each post card’s height by 15% to show more content per scroll, aiming to increase session depth and ad load.
You must measure scroll efficiency and user engagement, and later diagnose why U.S. revenue rises while Thailand’s falls after launch.
Questions
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Measuring impact of a 15% post card height reduction
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How would you design the experiment and what metrics would you track? (Hint: visible posts per view, scroll speed, ad impressions)
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Divergent geo outcome
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After launch, U.S. revenue is up but Thailand is down. What would you do next? (Hint: local content mix, bandwidth constraints, ad pricing)