Should we build AI-powered search?

Last updated: September 15, 2025

Quick Overview

Your team is considering building onboarding flow. How would you evaluate this decision?

Elastic
Product / Decision Making
Product Manager
Elastic
September 15, 2025
Product Manager
Take-home Project
Product / Decision Making
Easy

23

1

4,269 solved


Your team is considering building onboarding flow. How would you evaluate this decision?

Product questions at Elastic test your ability to think like a product leader. This Take-home Project question evaluates how you balance user needs, business goals, and technical constraints when making product decisions.

What the Interviewer Expects
  • Identify the target user and their core problem
  • Propose reasonable solutions with basic prioritization
  • Define 2-3 key success metrics
  • Consider basic trade-offs and risks
Key Topics to Cover
Success metrics and KPIs
Growth loops and retention
Product strategy and vision
Go-to-market strategy
Prioritization frameworks (RICE, ICE)
How to Approach This
  1. Start with the user. Who are they, what problem do they have, and what is their current workaround?
  2. Use a prioritization framework: impact vs effort, RICE scoring, or ICE scoring.
  3. Define success metrics using the AARRR framework: Acquisition, Activation, Retention, Revenue, Referral.
  4. Consider second-order effects. A feature might boost short-term engagement but hurt long-term retention.
Possible Follow-up Questions
  • How would you decide to kill this feature if it's not working?
  • What competitive response would you expect and how would you prepare?
  • How would you sequence the rollout across different user segments?
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Sample Answer
Framework for Product Thinking

Structure your answer using this framework: 1. **Clarify the goal**: What is the business objective? Increase revenue, improve retention, expand to a...

Detailed Analysis

**User Segmentation**: Different user segments have different needs. Power users want advanced features. New users need simple onboarding. Enterprise ...


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