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Shopify·Product Manager·Onsite - Product Sense / Strategy·Senior

Senior
May 2026

Summary

PM interview at Shopify with a product strategy question anchored in a specific data point about merchant behavior. Just the one question shared, but it was a meaty one that pushed me to think about user intent and business impact at the same time.

Questions Asked (1)

Q1

Given that 60% of visitors on Shopify-powered stores view the return policy page, how would you help merchants be more successful in your role as a PM?

Product StrategyProduct Sense & IdeationProduct Analytics & Metrics
Author's notes

The stat is doing a lot of work in this question and I almost let it distract me.

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AI HintsAI Generated

Suggested Approach

Start by reframing the 60% metric as a signal of customer anxiety and friction, not just a policy page view. Then, propose a product strategy that reduces the need to visit the return policy page by improving transparency and confidence throughout the purchase journey. Finally, prioritize initiatives based on impact and feasibility, and define success metrics beyond page views.

Pro tip: Don't just focus on optimizing the return policy page itself; instead, think about how to prevent the need for customers to visit it by addressing underlying uncertainties earlier in the shopping experience.

1. Understand the 'Why' Behind the Metric

Investigate why 60% of visitors view the return policy page. Is it due to unclear product descriptions, sizing issues, or lack of trust? Use qualitative and quantitative research to identify root causes.

2. Map the Customer Journey

Identify key touchpoints where customers might have questions about returns (e.g., product page, checkout, post-purchase). Determine where proactive information can reduce anxiety.

3. Ideate Solutions

Brainstorm product features that address the root causes, such as clearer sizing guides, AI-powered fit recommendations, easy return labels, or a simplified return policy summary at checkout.

4. Prioritize and Validate

Use a framework like RICE to prioritize initiatives. Validate with A/B tests or prototypes, measuring impact on return policy page views, conversion rates, and return rates.

5. Define Success Metrics

Go beyond page views: track reduction in return-related support tickets, increase in conversion, and customer satisfaction. Ensure metrics align with merchant success (e.g., repeat purchases).

Key Points to Mention

  • The 60% metric indicates customer uncertainty and potential friction in the purchase process.
  • Merchants care about conversion and retention, not just policy page views.
  • Proactive transparency (e.g., clear return policy summaries on product pages) can build trust.
  • Post-purchase experience (easy returns) can drive loyalty and repeat purchases.
  • Use data to segment customers: are certain products or demographics driving the views?
  • Consider Shopify's platform role: enabling merchants with tools, not just optimizing one page.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.