What caused the sudden 30% decrease in new donor sign-ups on Ketto's mobile app last month?

Introduction

The sudden 30% decrease in new donor sign-ups on Ketto's mobile app last 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.

Our approach will involve a thorough examination of internal and external factors, data analysis, and hypothesis testing. We'll start by clarifying the context, rule out basic external factors, and then dive deep into the product ecosystem, user journey, and metric breakdown. This will lead us to form data-driven hypotheses, conduct root cause analysis, and ultimately propose a comprehensive resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has Ketto historically seen fluctuations in donor sign-ups around this time of year?

Why it matters: Seasonal trends could explain the decrease and inform our approach to addressing it. Expected answer: No significant seasonal trends have been observed in the past. Impact on approach: If seasonal, we'd focus on strategies to mitigate annual dips; if not, we'd look more closely at recent changes or external factors.

• Considering the specificity of the 30% decrease, I'm curious about our measurement accuracy. Have there been any recent changes to how we track or define new donor sign-ups?

Why it matters: Ensures we're addressing a real issue and not a data anomaly. Expected answer: No changes to tracking or definitions have been made. Impact on approach: If there were changes, we'd need to audit our data collection process first; if not, we can focus on actual user behavior and product issues.

• Given the mobile app focus, I'm wondering about potential technical issues. Have we seen any increase in app crashes or performance issues coinciding with the decrease in sign-ups?

Why it matters: Technical problems could directly impact user ability to complete sign-ups. Expected answer: There has been a slight increase in reported app crashes. Impact on approach: If technical issues are present, we'd prioritize fixing these; if not, we'd look more at UX and product features.

• Thinking about user acquisition, has there been any significant change in our marketing strategies or spend in the weeks leading up to this decrease?

Why it matters: Changes in user acquisition could directly impact new sign-ups. Expected answer: Marketing spend and strategies have remained consistent. Impact on approach: If marketing changed, we'd need to reassess our acquisition strategies; if not, we'd focus more on retention and conversion within the app.