Introduction
The sudden 30% decrease in new user registrations for Tala's mobile app in the Philippines last week is a critical issue that demands immediate attention. As we delve into this product root cause analysis, we'll systematically investigate potential factors, generate hypotheses, and develop a comprehensive plan to address the problem.
Our approach will involve clarifying the situation, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and proposing validation methods and solutions.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If true, we'd focus on changes in that update.
Why it matters: Helps identify if the issue is global or specific to certain segments. Expected answer: The decrease is more pronounced in younger users and those from social media channels. Impact on approach: We'd investigate those specific segments and channels more closely.
Why it matters: Marketing changes can directly impact new user registrations. Expected answer: Marketing spend has remained consistent, but there was a shift in messaging. Impact on approach: We'd examine the new messaging and its potential impact on user perception.
Why it matters: External events can significantly influence user behavior. Expected answer: No major economic or regulatory changes, but a competitor launched a new product. Impact on approach: We'd analyze the competitor's offering and its potential impact on our user base.
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