Should we build offline mode?

Last updated: July 10, 2025

Quick Overview

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

Salesforce
Product / Decision Making
Data Scientist
Salesforce
July 10, 2025
Data Scientist
Phone Screen
Product / Decision Making
Medium

515

1

333 solved


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

Product questions at Salesforce test your ability to think like a product leader. This Phone Screen 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
Product strategy and vision
Go-to-market strategy
User research and problem identification
Growth loops and retention
Success metrics and KPIs
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 validate this idea before committing engineering resources?
  • How would you decide to kill this feature if it's not working?
  • How would you handle pushback from engineering on feasibility?
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Sample Answer
Problem Framing

The primary problem is to evaluate whether building an offline mode for Salesforce's onboarding flow is necessary and valuable. To scope this problem, I would first define the user needs related to on...

User & Market Context

The primary users for this feature are small to medium-sized businesses (SMBs) that often have employees in various locations, including remote or rural areas with limited internet access. These users...


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