Metrics question

Suno launches a beta for team workspaces. Creation and weekly usage are strong, but very few accounts expand after the first month. How would you diagnose the problem, which metrics would you inspect first, and what product or go-to-market experiments would you run next?

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

Ability to diagnose an expansion problem separate from an adoption problem, using specific metric cuts.

Confirm the pattern is real by segmenting: check if the lack of expansion is uniform across all team accounts or concentrated in certain team sizes, industries, or use cases.
Inspect activation depth within teams first, checking whether only the team creator is actively using the workspace while invited members never engaged, which points to an invitation or onboarding gap rather than a value problem.
Check whether teams are hitting a natural ceiling, for example the workspace fits their current use case size and there is no organic trigger prompting them to add more members.
Look at qualitative signals, direct interviews with a sample of non expanding teams, to learn if expansion was never considered, blocked by a budget process, or blocked by a missing feature.
Run experiments targeted at the diagnosed cause: if it is an invitation gap, test a stronger onboarding nudge for invited members, if it is a ceiling issue, test triggers that surface expansion value at natural growth moments.
Set the success metric for these experiments as invited member activation rate and seat growth rate, not just workspace creation count.

Distinguishes creator only usage from true team wide engagement as the first diagnostic cut.
Uses direct qualitative interviews with non expanding teams rather than relying on metrics alone.
Proposes specific, targeted experiments tied to the diagnosed cause, not generic improve onboarding.
Names the right success metric, seat growth and invited member activation, instead of top of funnel creation count.

Treating strong workspace creation numbers as proof of health without checking whether invited members ever engage.
Jumping to experiments before doing the qualitative diagnosis of why teams are not expanding.

What would you do if invited members were activating fine but teams still were not adding more seats?
How would you segment which teams are most likely to expand with the right nudge?