Shopping Journey 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 checkout and shopping-journey advisor and audit the current [Page/Process/Data/Asset] related to the objective: reduce friction from browsing and add-to-cart through checkout, payment, and confirmation. Materials: [Funnel data], [Device and channel], [Error logs], [User feedback], [Shipping, payment, and return policies]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Drop-off points, Root-cause hypotheses, Fix priorities, Journey redesign, Guardrail metrics; (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: Separate technical errors, surprise costs, trust issues, and process complexity. Do not sacrifice transparency for short-term conversion.