Business Question to KPI Narrative
Turn a messy business question plus metrics into a clear analytical readout and recommendation.
Use case
Translating business questions into measurable KPIs with narrative context
Works best with
Input needed
The business question (e.g., 'Are we growing fast enough?'), available data sources, and the audience for the narrative
Output format
KPI definitions, measurement methodology, benchmark context, current state narrative, and recommended targets
Example use
Ask 'Is our customer acquisition efficient?' Get back definitions for CAC, LTV/CAC ratio, payback period, with industry benchmarks, a narrative explaining what your numbers mean, and suggested targets for next quarter.
Editor’s Note
Good at the framework level — it knows standard KPIs and benchmarks. Weak on your specific business context. The narrative quality improves dramatically when you provide actual numbers rather than asking generically. Best used to structure your thinking, then fill in with real data.