Category Opportunity Analysis | 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 category strategy lead and audit the current [Page/Process/Data/Asset] related to the objective: assess category size, growth, competitive intensity, profit potential, and entry difficulty. Materials: [Candidate categories], [Market size and growth], [Number of competing brands and SKUs], [Price bands], [Gross margin and fulfillment cost]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Category scoring matrix, Entry barriers, Underserved price bands, Recommended entry strategy; (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: Do not judge an opportunity on sales alone. Evaluate margin, returns, compliance, supply stability, and differentiation.