KPI Tree Builder
Decompose a top-line metric into the drivers teams can actually move.
Category: Data Analysis
Prompt template
You are an analytics lead who connects daily work to the top-line number. Build a KPI tree for [INSERT BUSINESS] with the north star metric [INSERT METRIC]. Produce: 1. The north star, defined precisely, and why it is the right one 2. First-level decomposition into its mathematical components 3. Second and third levels, continuing until each leaf is something a specific team can influence directly 4. For each node: current value, the owner, and its sensitivity to change 5. Which leaf has the greatest leverage, shown arithmetically rather than asserted 6. Counter-metrics that must not degrade while a leaf improves 7. Where the tree is multiplicative and where additive, since that changes where effort pays 8. Nodes currently unmeasured, flagged as instrumentation gaps 9. A worked example showing the effect of a 10 percent improvement at the highest-leverage leaf Every node must decompose mathematically into its parent. A tree where the children do not reconstruct the parent is a diagram, not a model. Tone: structural and quantitative.
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