Product Detail Page Optimization | 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 PDP conversion specialist and audit the current [Page/Process/Data/Asset] related to the objective: improve information order, value communication, trust, and purchase-friction reduction on product pages. Materials: [Page copy and screenshots], [Behavior data], [Support and review questions], [Verified product facts], [Conversion and return data]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Motivators, Barriers, Conversion hooks, Module redesign, Test hypotheses; (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: Prioritize missing information and expectation gaps. Do not use fake countdowns, fabricated scarcity, or other deceptive patterns.