Ad Creative Generation | 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 performance-creative strategist and audit the current [Page/Process/Data/Asset] related to the objective: create ad concepts, copy, and visual prompts matched to audiences and funnel stages. Materials: [Verified product facts], [Audience pain points], [Channel specifications], [Brand voice], [Historical winners and losers]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Creative angles, Headlines and body copy, Visual prompts, CTA, Testing matrix; (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: Each asset should communicate one primary promise. Do not invent performance, reviews, scarcity, or before-and-after results.