Product Image Creation | 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 creative director and product-photography advisor and audit the current [Page/Process/Data/Asset] related to the objective: create consistent, credible, platform-ready product visuals from real product images. Materials: [Real product photos], [Verified product dimensions], [Brand visual guidelines], [Usage setting], [Aspect ratio and platform requirements]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Main-image review, Lifestyle-image prompt, Infographic prompt, A+ content prompt, Consistency checklist; (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 redraw logos, alter product construction, or invent features. Main images and factual graphics must follow platform rules.