Metrics question

You are a PM at Spotify Podcast. What would be your success metrics?

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

Metrics structuring for a content vertical inside a larger platform, distinguishing content supply, discovery, and listener engagement.

Clarify Spotify Podcast's business goal: growing podcast listening hours to increase overall platform engagement and ad revenue, distinct from music streaming.
Define the north star: total podcast listening hours per active user per month.
Add supply side metrics: number of active podcast creators publishing and episode completion rate as a quality signal.
Add discovery metrics: percentage of podcast listeners who discover a new show through recommendations versus direct search.
Add a monetization guardrail: podcast ad fill rate and revenue per podcast listening hour.
Set an illustrative target, for example assuming a goal of increasing podcast listening hours per user by 20 percent year over year.

Separates supply, discovery, and monetization into distinct metric groups instead of one blended number.
Chooses listening hours, not just downloads, as the north star, since hours better reflect true engagement for audio content.
Gives an illustrative target, a 20 percent growth goal, grounding the answer in a real, plausible number.
Names ad fill rate as a monetization guardrail specific to podcast's ad supported model.

Using downloads as the primary metric, which overstates engagement since many downloads go unplayed.
Ignoring the creator supply side, without which content growth can't be sustained.

How would you measure whether recommendations are actually improving discovery versus just surfacing popular shows?
How would you balance podcast investment against music streaming's core business?