Product design question
How would you design a business operations dashboard for Direct Selling Agents (selling personal care or nutrition products)?
- Amway
- Product design
- Medium
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What this question tests
Tests product design for a non technical, field based user: building a dashboard that fits real world selling workflows.
How to approach it
- Define the user precisely: independent direct selling agents who often work part time and are not highly tech literate.
- Identify their core operational needs: tracking sales, inventory on hand, customer orders, and commission or bonus progress.
- Propose the dashboard's core modules: a simple sales log, inventory tracker, and a visible progress bar toward commission tiers.
- Address usability constraints: large, simple visuals and mobile first design given agents work in the field, not at a desk.
- Define success: percentage of agents actively using the dashboard weekly versus tracking sales manually on paper.
- Confirm with the interviewer whether the company sells through a formal app already or this is a new standalone tool.
What a strong answer includes
- Designs for the real user context, agents often on the go without desk access, prioritizing a simple mobile first interface over a data dense desktop dashboard.
- Makes commission progress visible and motivating, since a clear path to the next bonus tier is a strong behavioral driver for direct sellers.
- Simplifies inventory tracking to reduce a common pain point, agents losing track of stock on hand versus what they have sold.
- Sets a measurable goal, for example a stated percentage of agents replacing manual paper tracking with the dashboard within a set period.
Common mistakes
- Building a data heavy analytics dashboard that overwhelms a non technical, part time field user.
- Ignoring the mobile first reality of agents who work primarily in the field, not at a desk.
Likely follow-up questions
- How would you onboard agents who are not comfortable with technology?
- What would you prioritize first if agents could only see three numbers on the dashboard?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 7: AI UX and human oversight: design for a system that is wrong sometimes
- Chapter 14: Get the job: the AI PM interview loop