How would you prioritize and test features?
Company: eBay
Role: Product Manager
Category: Product / Decision Making
Difficulty: medium
Interview Round: Onsite
In an eBay Product Manager interview, explain how you would prioritize and manage a backlog, execute a product initiative from idea to launch, measure impact, stay customer-focused, and use experiments or A/B tests to make decisions.
Use an eBay marketplace example involving buyers, sellers, design, engineering, and analytics.
### Constraints & Assumptions
- Consider both sides of the marketplace: seller activation and buyer trust.
- Do not optimize a single metric if it harms marketplace quality.
- Use a structured prioritization framework, but explain judgment beyond the score.
- Include experimentation, launch readiness, and guardrail metrics.
### Clarifying Questions to Ask
- What business goal is the team optimizing this quarter?
- Which user segment is in scope: first-time sellers, power sellers, buyers, or marketplace operations?
- What constraints exist around engineering capacity, trust and safety, legal, or analytics instrumentation?
- Is experimentation feasible, or do marketplace/network effects require a phased rollout?
### Part 1 - Frame The Product Goal
How would you define the objective and target users?
#### What This Part Should Cover
- A clear objective, such as improving first-time seller listing completion.
- Primary and secondary stakeholders.
- Success criteria and guardrails from the start.
### Part 2 - Prioritize The Backlog
How would you prioritize possible features or improvements?
#### What This Part Should Cover
- Inputs from funnel data, research, support tickets, marketplace quality signals, and stakeholder requests.
- A prioritization method such as RICE or weighted scoring.
- Explicit tradeoffs when a strategically important item does not have the highest score.
### Part 3 - Execute From Idea To Launch
How would you manage design, engineering, analytics, and stakeholder execution?
#### What This Part Should Cover
- MVP versus follow-on scope, owners, milestones, dependencies, and risk log.
- Instrumentation and QA readiness.
- Blocker handling and communication cadence.
### Part 4 - Measure And Experiment
How would you measure impact and use experiments or A/B tests?
#### What This Part Should Cover
- Primary metrics, secondary metrics, and guardrails.
- A/B test or phased rollout design.
- Segmentation by device, seller type, category, geography, or experience level.
- Decision rules for ship, iterate, or roll back.
### What a Strong Answer Covers
- Shows structured prioritization and practical execution.
- Balances seller growth with buyer trust and marketplace health.
- Uses experiments responsibly and defines guardrails up front.
- Explains second-order effects rather than chasing short-term metric lifts.
### Follow-up Questions
- What if the highest-RICE item is strategically unimportant?
- What if completion improves but listing quality declines?
- How would you run a test if marketplace effects contaminate the control group?
- What instrumentation must be ready before launch?
- How would you communicate tradeoffs to executives?
Quick Answer: Explain how to prioritize and test eBay marketplace features using a first-time seller example. The solution covers goal framing, RICE prioritization, MVP execution, A/B testing, seller activation metrics, buyer trust guardrails, and marketplace tradeoffs.