Why has Extend's merchant onboarding rate dropped 20% over the past month?

Introduction

The recent 20% drop in Extend's merchant onboarding rate over the past month is a critical issue that demands immediate attention. As we analyze this product challenge, we'll employ a systematic framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

I'll approach this problem by first clarifying the context, then ruling out external factors before diving deep into the product ecosystem, metric breakdown, and data analysis. We'll generate and validate hypotheses, conduct a thorough root cause analysis, and finally propose a comprehensive resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent product update. Has there been any significant change to the onboarding flow in the last 1-2 months?

Why it matters: Recent changes could directly impact the onboarding process. Expected answer: Yes, there was a UI refresh of the onboarding flow. Impact on approach: If yes, we'd focus on before/after comparisons of the new UI.

• Considering user segments, I'm curious about the distribution of this drop. Is the 20% decrease uniform across all merchant types, or is it more pronounced in certain segments?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more significant among small businesses. Impact on approach: We'd investigate factors specific to small business onboarding.

• Thinking about the onboarding funnel, I'm wondering about step-specific metrics. Do we have data on where in the onboarding process we're seeing the highest drop-off rates?

Why it matters: Pinpoints specific problematic areas in the onboarding flow. Expected answer: There's a significant increase in drop-offs at the documentation upload stage. Impact on approach: We'd focus on optimizing the documentation upload process.

• Considering external factors, I'm curious about any changes in the competitive landscape. Have any major competitors launched new features or pricing models in the past month?

Why it matters: External market forces could be influencing merchant decisions. Expected answer: No significant competitor changes noted. Impact on approach: We'd focus more on internal factors if no external shifts are identified.

• Thinking about data integrity, I want to confirm the consistency of our measurement methods. Has there been any change in how we track or define "merchant onboarding" in the last month?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement or definition. Impact on approach: If changed, we'd need to recalibrate our analysis based on the new definition.