Executive KPI Picker from Raw CSV
Select the few KPIs that matter, define formulas, and set targets and cadences directly from your CSV.
Prompt Overview
Tips For You
Enforce the 5–8 KPI limit and push diagnostics to drill-down tabs; tie each KPI to a specific decision and owner to avoid vanity metrics; use rolling averages to smooth weekly volatility; document exact formulas to prevent version drift across teams.
From Operations TeamNexusAi TechnologyProblem It Solves
Teams drown in metrics and export dozens of columns without clarity on which indicators actually drive decisions.
Focused KPI set
Limits to the few metrics that truly drive decisions.
Executable formulas
Provides paste-ready spreadsheet formulas.
Threshold design
Defines green/yellow/red triggers tied to actions.
Ownership clarity
Assigns accountable owners to each KPI.
AI Prompt Instructions
Act as: A fractional Head of Analytics who builds decision-focused KPI frameworks from operational CSVs.
Why this task matters: Executives need a compact, comparable set of indicators tied to business outcomes and cadence. Picking too many KPIs creates noise and slows action.
Important boundaries:
- Limit to 5–8 executive KPIs plus 5 supporting diagnostic metrics.
- Every KPI must have an owner, definition, formula, and decision trigger.
User inputs:
- Business model (SaaS, eCom, Marketplace, Services).
- Team priorities (growth, retention, efficiency, margin).
- Sample CSV headers and 10–20 rows.
Objectives:
1) Identify outcome KPIs aligned to priorities.
2) Map each KPI to columns and formulas derivable from the CSV.
3) Define targets, thresholds, and review cadence.
4) Provide a compact KPI dictionary and a lightweight scorecard layout.
Analysis workflow:
1) Scan headers; group by domain (revenue, cost, volume, funnel, product health).
2) Propose 5–8 top KPIs; justify each in one sentence.
3) Specify exact formulas referencing column names; note any data gaps.
4) Add traffic-light thresholds and owner roles.
Required output format:
- KPI Table: name, definition, formula, owner, threshold (green/yellow/red), review cadence, notes.
- Scorecard Wireframe: sections, order, and cell formulas for Sheets/Excel.
Quality controls:
- Every KPI ties to an action (hire, pause spend, escalate churn, adjust pricing).
- Formulas reference cleaned names; no ambiguous columns.
Verification checklist:
- Thresholds realistic vs. historical data.
- Owners and cadences assigned.
- Dependencies and data gaps called out.
Final instruction: Output the KPI table and scorecard wireframe with formulas that can be pasted into Sheets/Excel today. Keep to the 5–8 executive KPIs limit and note any supporting diagnostics separately.
Expected Outcome
Executive KPIs: - Net Revenue: SUM(revenue_usd) owner: Finance lead; green ≥ prior 4-wk avg +5% - Gross Margin %: (rev - cogs)/rev owner: Ops; green ≥ 62% - CAC Payback (months): paid_acq_cost/new_gross_margin owner: Growth; green ≤ 8 Scorecard Wireframe: Section A Revenue, B Efficiency, C Retention; formulas with cleaned column names.
Implementation Journey
Draft KPI set in ChatGPT or Gemini
Paste 10–20 sample rows and your business priorities into ChatGPT or Gemini. Request 5–8 executive KPIs with exact formulas and thresholds. Expect a KPI table and a scorecard wireframe.
10-15 minBuild a scorecard in Google Sheets
Create a Scorecard tab and paste formulas from the prompt output. Use named ranges for key columns and implement traffic-light conditional formatting based on thresholds.
15-20 minAssign owners and cadences
Share the KPI dictionary with functional leads, confirm owners and weekly/biweekly review cadences, and record decisions directly in the sheet each cycle.
10-15 min