Metrics question

You have received bad press about our product. What is the first set of metrics that you would review?

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

Tests crisis response prioritization: knowing which metrics actually confirm or rule out the substance of bad press versus which are just noise.

Clarify the nature of the bad press: is it about a bug, a privacy or safety concern, a business practice, or a single viral incident, since the relevant metrics differ.
Check the metric the press is directly about first, such as the specific error rate, incident count, or complaint volume tied to the claim.
Check broader trust signals: app store ratings and reviews, support ticket volume, and sentiment on social media, to see if the story is spreading.
Check business impact metrics: uninstall rate, new user signups, and churn, to see if the press is actually affecting user behavior yet.
Check whether the underlying issue is real and ongoing versus already fixed, since the response differs completely between the two.
Report findings quickly to leadership with a clear read: is this a real, ongoing problem, or a reputational issue that needs communication, not a product fix.

Starts with the specific metric the press claim is about, not a generic dashboard, since confirming or refuting the actual claim is the first priority.
Separates trust and sentiment signals (reviews, social sentiment) from hard business impact (uninstalls, signups), since bad press does not always translate to real behavior change.
Explicitly checks whether the underlying issue is still live or already resolved, which determines whether this needs a product fix or a communications response.
Moves with urgency, framing this as a rapid triage exercise rather than a routine metrics review.

Reviewing a broad, generic dashboard instead of first checking the metric tied directly to the press claim.
Failing to distinguish sentiment noise from actual measurable business impact before recommending a response.

How would you decide whether this needs a public statement versus a quiet fix?
What would you monitor over the following week to see if the story is fading or growing?