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Company focus

Bilt

What caused the sudden 30% decrease in new user signups for Bilt's rewards program last week?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Strategic Thinking Fintech Real Estate Loyalty Programs Data Analysis Product Metrics User Acquisition Fintech Root Cause Analysis
Product Management Root Cause Analysis Question: Investigating sudden drop in Bilt Rewards program signups

Introduction

A sudden 30% decrease in new user signups for Bilt's rewards program last week is a critical issue that demands immediate attention. This significant drop could have far-reaching implications for user acquisition, revenue, and overall business growth. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a specific event or change that triggered this. Has there been any recent product updates or marketing campaigns launched in the past week?

Why it matters: This could pinpoint a direct cause for the sudden drop. Expected answer: Yes, we launched a new app version last Tuesday. Impact on approach: If yes, we'd focus on changes in that update. If no, we'd look at external factors more closely.

  • Considering user segments, I'm curious if this decrease is uniform across all user types. Are we seeing the drop equally among different demographics or acquisition channels?

Why it matters: It helps isolate whether the issue is global or specific to certain user groups. Expected answer: The drop is more pronounced among users coming from social media ads. Impact on approach: This would lead us to investigate our social media strategy and ad performance.

  • Given the nature of rewards programs, I'm wondering about any changes in the competitive landscape. Have any major competitors launched new incentives or programs recently?

Why it matters: External competitive factors could be drawing potential users away. Expected answer: A competitor launched a cashback program two weeks ago. Impact on approach: We'd need to assess our value proposition against new market offerings.

  • Thinking about technical aspects, I'm concerned about potential issues with our signup process. Have there been any reported errors or increased drop-off rates in the signup funnel?

Why it matters: Technical glitches could be preventing users from completing signups. Expected answer: Our error logs show a 15% increase in signup failures. Impact on approach: This would shift our focus to technical troubleshooting and UX improvements.

  • Considering the broader context, I'm curious about any changes in our marketing spend or strategy. Have we altered our user acquisition efforts in any way recently?

Why it matters: Changes in marketing could directly impact new user signups. Expected answer: We reduced our ad spend by 20% last month. Impact on approach: We'd need to reassess our marketing strategy and budget allocation.

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NextSprints

Updated Mar 29, 2025