MetricTree

Decompose KPI changes into contributing driver factors with waterfall visualization

Data & AnalyticsPaid

MetricTree decomposes changes in top-level KPIs into their contributing factors using metric tree frameworks, showing exactly how much each driver contributed to the overall change. The tool generates waterfall charts showing the decomposition and handles both additive and multiplicative metric relationships. When revenue drops five percent the tool shows whether it was driven by fewer customers, lower average order value, reduced purchase frequency, or a combination, with exact magnitudes for each. Business analysts use it for variance analysis in monthly business reviews while product managers use it to attribute metric movements to specific feature launches or market changes.

Key Features

• ✓Metric tree decomposition
• ✓Waterfall visualization
• ✓Multiplicative handling
• ✓Variance attribution
• ✓Period comparison