Choosing Which Features Ship First in TikTok's Content Moderation Tooling

You are a product manager at TikTok who owns a content moderation tool, and more features are requested than the team can build. How would you decide which features to build first, and what would your prioritized list look like? ```hint Decide what the tool is for first Settle who works in the tool and which outcome you are protecting before scoring anything. A ranking with no stated goal has nothing to rank against. ``` ### Clarifying Questions - Who uses the tool: the human reviewers who act on flagged videos, comments and live streams, the policy team that writes the rules, or creators moderating their own comments? - What is the biggest problem today: harmful content staying up too long, too many wrongful removals and appeals, a reviewer backlog, or a regulatory deadline? - Are any features required by law or policy in certain markets, so they must ship regardless of rank? - What time horizon and engineering capacity should the plan assume? ### What a Strong Answer Covers - A clear choice of the tool's users and goal, balancing harm reduction against wrongful enforcement - A candidate feature list grounded in the moderation workflow, from flagging and triage through review, decision and appeal - An explicit prioritization method applied to rank the features, with mandatory items handled separately - Success metrics and guardrails covering safety, accuracy, speed and reviewer wellbeing - Sequencing and trade-offs: what ships first, what waits, and why ### Follow-up Questions - A regulator in a major market sets a new deadline for acting on user reports. How does your roadmap change? - One feature would raise reviewer throughput sharply but slightly lower decision accuracy. Would you ship it, and under what conditions? - How would your priorities differ for live streams compared with recorded videos?