Product sense

Diagnose a Spotify session drop

A product sense preview for diagnosing product metrics when DAU is steady but engagement falls.

Scenario

Prompt preview

DAU is steady, but average session length has fallen 15% over six weeks. Engineering says nothing changed. Where do you start?

Metric framingHypothesis rankingSegment analysisRecommendation clarity

Rubric preview

The public preview shows what good evidence looks like. The app scores your actual answer and stores the receipt.

Frame: separates DAU, depth, and segment movement before naming a solution.

List: covers acquisition quality, recommendation changes, content mix, and seasonality.

Win: names the first investigation and what decision it would unlock.

Follow-ups

Which user segment do you inspect first?

What hypotheses explain flat DAU but lower session depth?

What would you ship or test first?

Locked workspace

Answer workspace with timers, notes, schema or code context where relevant.

Hatch follow-ups that adapt to your weak move instead of giving generic hints.

FLOW score receipts across Frame, List, Optimize, and Win.

Next-drill routing into the career goal you are training for.

Public previews show the map. The app gives you reps, Hatch follow-ups, FLOW feedback, weak-move drills, and saved proof of progress.