Define before calculating
Ask for the canonical definition, source, grain, filters, and timezone.
Built for ChatGPT Work Data
Ask sharper questions. Get analysis you can verify.
Turn a business question into a structured @Data prompt with metric definitions, comparisons, driver checks, evidence, and dashboard instructions.
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Prompt builder
Structure the investigation before it starts.
Describe the decision, not just the chart. The builder adds the analytical guardrails that make results easier to review.
01 / Define the question
Analysis setup
02 / Ready for @Data
Your structured prompt
Generated locally · no company data uploaded
Six focused workflows
Start with the analysis you need.
Every page opens the same builder with a useful default—not a static wall of generic prompts.
KPI change
KPI Analysis Prompt
Find the largest drivers of the change and separate signal from normal variation.
Sales funnelSales Analysis Prompt
Identify where conversion slowed and which segments can recover the gap.
RetentionRetention Analysis Prompt
Find when retention diverges and the attributes shared by weak cohorts.
ChurnChurn Analysis Prompt
Rank likely churn drivers, quantify affected revenue, and flag at-risk segments.
RevenueRevenue Analysis Prompt
Reconcile the movement and explain the largest positive and negative variances.
DashboardDashboard Prompt Builder
Create an executive overview with drill-down paths, alerts, and clear metric definitions.
Built-in discipline
A prompt should make the answer auditable.
Quantify contribution
Require segments to explain the change instead of receiving a generic ranked list.
Separate cause from clue
Label verified drivers, correlations, hypotheses, and missing evidence distinctly.