Using Retail Purchase Data to Increase Engagement on a Retailer's Telemedicine Service
Company: Walmart Labs
Role: Product Manager
Category: Product Design & Strategy
Difficulty: medium
Interview Round: Other
You are a product manager at a retail company. The company wants more users to engage with a telemedicine platform and plans to get there by using the data from its retail business. How would you approach this?
```hint What engagement means for care
Most people do not need a clinician every week. Decide what healthy engagement looks like for virtual care, then look for moments in the shopping relationship that reveal a genuine care need.
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### Clarifying Questions
- Does the retailer own the telemedicine platform, or partner with a separate provider? That decides what data can flow between the two and who owns the patient relationship.
- Which retail data is in scope: pharmacy prescription and refill records, over-the-counter health purchases, general shopping history, loyalty or membership data, or all of these?
- Should engagement mean more first-time visits, more repeat visits and follow-ups, or more completed care, such as a prescription filled after a visit?
- Have customers agreed to have their shopping history used for health purposes, and which country's privacy rules apply?
### What a Strong Answer Covers
- A definition of engagement suited to an episodic care service, linked to a business goal
- A chosen user segment, with specific moments where retail signals point to a care need
- Features that connect retail and virtual care, prioritized by impact, effort and risk
- Privacy, consent and clinical-safety limits on using purchase data for health
- Success metrics with guardrails against intrusive or unsafe prompts
### Follow-up Questions
- A shopper buys a pregnancy test and sees a telehealth prompt the next day. What went wrong, and which targeting and consent rules would prevent it?
- How would you show that the telehealth program brings in pharmacy and retail revenue that would not have happened anyway?
- Which feature would you build first if a partner runs the platform and you may share only aggregated data with it?
Overview: A Walmart Labs product manager question about using a retailer's own data to raise engagement on a telemedicine platform. It tests how a candidate defines engagement for episodic care, picks a user segment, designs and prioritizes features, and handles privacy, consent and clinical safety.