Diagnose a drop in NPS

Last updated: April 8, 2026

Quick Overview

The activation rate dropped by 15% this week. Walk through your investigation process.

Square/Block
Product / Decision Making
Data Scientist
Square/Block
April 8, 2026
Data Scientist
Onsite
Product / Decision Making
Medium

106

8

2,627 solved


The activation rate dropped by 15% this week. Walk through your investigation process.

Product questions at Square/Block test your ability to think like a product leader. This Onsite question evaluates how you balance user needs, business goals, and technical constraints when making product decisions.

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
Go-to-market strategy
Platform and network effects
User segmentation and personas
Growth loops and retention
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 handle pushback from engineering on feasibility?
  • What competitive response would you expect and how would you prepare?
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Sample Answer
Problem Framing

To understand the drop in NPS (Net Promoter Score) and activation rate by 15%, we need to first isolate the scope of the problem. This involves:

  1. Timeframe: Analyze data specifically from the la...
User & Market Context

The primary users of Square are small to medium-sized businesses (SMBs) that rely on Square's services for payment processing and business management. For them, ease of use, reliability, and customer ...


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