Introduction
The decrease in average daily revenue per active merchant using iZettle Invoice by 15% this quarter is a significant issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications.
I'll begin by clarifying the context, then rule out external factors before diving deep into product understanding, metric breakdown, and data analysis. This will lead to hypothesis formation, root cause analysis, and ultimately, a comprehensive resolution plan.
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: Seasonal variations could explain the revenue drop without indicating a deeper problem. Expected answer: Yes, it has been compared, and the decrease is still significant. Impact on approach: If seasonal, we'd focus on year-over-year comparisons rather than quarter-over-quarter.
Why it matters: Identifying specific affected segments could point to targeted issues or changes in user behavior. Expected answer: Small businesses in the service industry seem more affected. Impact on approach: We'd investigate factors specific to this segment, such as competitive pressures or industry changes.
Why it matters: Product changes could directly impact user behavior and revenue. Expected answer: A new feature was added, but pricing remained the same. Impact on approach: We'd examine the new feature's adoption and its potential impact on invoice creation and payment.
Why it matters: Changes in the product's ecosystem could affect its value proposition and usage patterns. Expected answer: No significant changes in integrations or partnerships. Impact on approach: We'd focus more on internal factors and user behavior rather than ecosystem changes.
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