Design metrics for collaborative editing

Last updated: September 14, 2025

Quick Overview

What metrics would you use to measure the success of onboarding flow? How would you set up tracking?

Morgan Stanley
Product / Decision Making
Data Scientist
Morgan Stanley
September 14, 2025
Data Scientist
Phone Screen
Product / Decision Making
Medium

52

1

104 solved


What metrics would you use to measure the success of onboarding flow? How would you set up tracking?

This product question from Morgan Stanley's Phone Screen goes beyond feature brainstorming. The interviewer expects a framework-driven approach that considers market dynamics, user segmentation, and data-informed decision making.

What the Interviewer Expects
  • Apply a structured framework for product thinking (user, problem, solution, metrics)
  • Segment users and identify differentiated needs
  • Prioritize features using a clear framework (RICE, ICE, impact vs effort)
  • Define comprehensive success metrics across the user funnel
  • Consider competitive dynamics and market positioning
Key Topics to Cover
User segmentation and personas
Data-informed decision making
Competitive analysis
Product strategy and vision
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
  • What would you do if usage data contradicts user feedback?
  • How would you decide to kill this feature if it's not working?
  • How would you sequence the rollout across different user segments?
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Sample Answer
Problem Framing

To effectively scope the onboarding flow for collaborative editing at Morgan Stanley, we need to define the specific goals:

  1. User Adoption: The primary challenge is to ensure that both new and ...
User & Market Context

The primary users of this collaborative editing feature are financial analysts and investment bankers at Morgan Stanley. These users value precision, security, and efficiency due to the sensitive natu...


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