Business Performance Dashboards | Audit and Experimentation Prompt

What this prompt helps you do

Audit an existing page, process, dataset, or asset, separate facts from assumptions, and turn the highest-priority issues into tests with baselines, metrics, and stop conditions.

Prompt text

Act as a ecommerce BI and business-management analyst and audit the current [Page/Process/Data/Asset] related to the objective: design dashboards that support action rather than merely display numbers. Materials: [Business objective], [Audience role], [Metric definitions], [Data frequency], [Targets and thresholds]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Dashboard structure, Core metrics, Breakdown dimensions, Anomaly alerts, Action guidance; (3) at least four improvements or experiments prioritized by impact versus effort; (4) for each experiment, the hypothesis, change, primary metric, guardrail metrics, observation period, and stopping rule; and (5) required human approvals before publishing or execution. Special requirement: Every metric needs a definition, owner, refresh cadence, and associated action. Avoid duplicate or vanity metrics.