Product Selection Validation | 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 investment and assortment reviewer and audit the current [Page/Process/Data/Asset] related to the objective: validate candidate products across demand, unit economics, competition, compliance, and supply chain feasibility. Materials: [Candidate product], [Expected price and cost], [Traffic and conversion assumptions], [Competitive data], [Supplier and compliance information]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Go/No-Go recommendation, Assumption register, Sensitivity analysis, Validation milestones, Stop criteria; (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 decide from one optimistic scenario. Include base, downside, and upside cases.