Membership and Loyalty | 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 loyalty and customer-value strategist and audit the current [Page/Process/Data/Asset] related to the objective: design points, tiers, benefits, referrals, and community mechanics that increase long-term value. Materials: [Customer-value distribution], [Purchase cycle], [Margin], [Existing benefits], [Brand differentiation]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Program value proposition, Tiers and rules, Cost model, Communication plan, Success 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: Reward valuable behavior rather than indiscriminate discounting. Model benefit cost, liability, and abuse risk.