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Company focus

Choco

What factors contributed to the sudden 30% decline in new supplier sign-ups on Choco's platform in Q2?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving Strategic Thinking Food Tech B2B Marketplaces Supply Chain Management Data Analysis Product Metrics User Acquisition Root Cause Analysis B2B Platforms
Product Management Root Cause Analysis Question: Investigating decline in supplier signups for a B2B food tech platform

Introduction

The sudden 30% decline in new supplier sign-ups on Choco's platform in Q2 is a critical issue that demands immediate attention and thorough analysis. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

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 seasonal component. Has this decline been observed in previous Q2 periods?

Why it matters: Helps distinguish between cyclical patterns and unique issues. Expected answer: No similar declines in previous Q2 periods. Impact on approach: If seasonal, we'd focus on mitigating cyclical effects; if not, we'd investigate recent changes.

  • Considering the metric specificity, I'm curious about the conversion funnel. Has there been a change in the number of supplier visits to the sign-up page?

Why it matters: Pinpoints whether the issue is with attracting suppliers or converting them. Expected answer: Traffic to the sign-up page has remained consistent. Impact on approach: If traffic is stable, we'd focus on the sign-up process itself; if not, we'd examine marketing and outreach efforts.

  • Given the suddenness of the decline, I'm wondering about any recent platform changes. Were there any significant updates to the sign-up process or overall platform in the weeks leading up to Q2?

Why it matters: Identifies potential internal causes for the decline. Expected answer: A new supplier onboarding flow was implemented two weeks before Q2. Impact on approach: If changes were made, we'd scrutinize their impact; if not, we'd look more closely at external factors.

  • Thinking about user segments, has this decline been uniform across all supplier types, or are certain categories more affected?

Why it matters: Helps focus our investigation on specific user groups or broader systemic issues. Expected answer: The decline is more pronounced among small-scale suppliers. Impact on approach: If segmented, we'd tailor solutions to specific supplier groups; if uniform, we'd look for platform-wide issues.

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Updated Mar 29, 2025