Introduction
The recent 20% decrease in usage of onXmaps's Offline Maps feature over the past month is a concerning trend that requires immediate attention. As we delve into this issue, 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.
Our analysis will follow a structured framework, beginning with clarifying questions to establish context, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering relevant data, forming hypotheses, conducting root cause analysis, and finally proposing validation methods and next steps.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Ensures we're working with accurate, consistent data. Expected answer: No changes in measurement or definition. Impact on approach: If changed, we'd need to reassess the baseline.
Why it matters: Helps distinguish between cyclical patterns and genuine issues. Expected answer: This decrease is atypical for the season. Impact on approach: If seasonal, we'd focus on year-over-year comparisons.
Why it matters: Identifies whether the issue is global or segment-specific. Expected answer: The decrease varies across segments. Impact on approach: If segment-specific, we'd tailor our investigation and solutions accordingly.
Why it matters: Pinpoints potential internal causes for the usage drop. Expected answer: A few minor updates were implemented. Impact on approach: If major changes occurred, we'd scrutinize their impact closely.
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