Product design question

Design an ideal live-instructor learning software.

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

Open-ended product design skill: building structure and a target user out of a broad prompt with no company context.

Ask the interviewer to confirm the domain, such as K-12 tutoring, professional upskilling, or hobby classes, since 'live instructor' spans many markets.
Pick one segment, for example working adults learning a new skill on evenings and weekends.
Identify pain points: scheduling friction, low engagement in passive video calls, and no feedback loop on progress.
Design core features: small-group live sessions, interactive whiteboarding, automatic recording with searchable transcripts, and instructor-led progress checkpoints.
Prioritize the feature most tied to the biggest pain point, likely engagement during live sessions, such as built-in polls or breakout practice.
Define success metrics, such as session attendance rate, completion rate, and instructor ratings.

Commits to one clear segment instead of trying to serve K-12, adults, and enterprise training all at once.
Names a specific engagement mechanic, like live polls or paired practice rooms, not just 'good UX'.
Addresses instructor supply and quality, since live-instructor products depend on a marketplace of good teachers.
Proposes a way to measure learning outcomes, not just attendance, such as pre and post skill checks.
Considers pricing, like per-session versus subscription, tied to the chosen segment.

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