Product design question

Spotify has a 1-month trial membership. We noticed that users were not converting to paid membership after the free trial. From a product standpoint, what can you do to improve user engagement and subsequent customer retention?

Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.

What this question tests

Product thinking on trial-to-paid conversion: understanding drop-off causes and designing a retention lever.

Segment trial users by engagement level during the trial, since low-engagement users convert differently than high-engagement ones who still churn.
Identify likely causes: price sensitivity, insufficient personalized value shown during the trial, or a weak moment to prompt upgrade.
Propose interventions: a personalized 'your year in review' style recap near trial end, or a discounted first month instead of full price.
Test timing of the upgrade prompt, since prompting too early or only at expiration may miss the best moment.
Define success metrics: trial-to-paid conversion rate and 90-day retention of converted users, not just conversion alone.

Separates 'never engaged' trial users, who need onboarding fixes, from 'engaged but didn't convert' users, who need a pricing or timing fix.
Proposes a concrete lever, like surfacing a personalized playlist stat before the trial ends to remind users of value received.
Gives an illustrative number, e.g. conversion rising from 15% to 20% with a targeted nudge, marked as an assumption.
Warns against discounting broadly, since it can train users to wait for offers instead of fixing the underlying value gap.

Treating all non-converters as one group instead of segmenting by engagement.
Defaulting straight to a price cut without diagnosing whether the issue is value perception or price.

Chapters of the AI PM course that teach what this question tests.