I went straight to conversion rate and GMV which felt safe but I could tell they wanted me to go deeper.
Start by clarifying the e-commerce store's business model and stage (e.g., marketplace vs. direct-to-consumer, growth vs. maturity) to tailor your metric choices. Then, structure your answer around a metric framework like AARRR or HEART, prioritizing metrics that align with the company's strategic goals and the PM's area of ownership. Finally, explain how you would use these metrics to drive product decisions and iterate.
Pro tip: Tie your metric choices to TikTok's unique ecosystem—emphasize metrics that leverage social commerce, viral content, and creator-driven discovery, such as engagement-to-purchase conversion or influencer-driven GMV.
Ask clarifying questions about the store's business model, target market, and current stage to ensure your metric recommendations are relevant and prioritized correctly.
Select a framework like AARRR (Acquisition, Activation, Retention, Referral, Revenue) or HEART to organize your metrics logically and comprehensively.
Identify the top 2-3 metrics that directly impact the company's current strategic objectives, such as growth, retention, or monetization, and explain why they take precedence.
Illustrate how you would use these metrics to inform product roadmap, feature prioritization, and experiments, showing a data-driven approach.
Highlight metrics that are uniquely relevant to TikTok's social commerce platform, such as content engagement leading to purchases or creator-driven sales.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.