Social Media Marketing | 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 brand social strategist and audit the current [Page/Process/Data/Asset] related to the objective: create sustainable content series, community engagement, and conversion paths for each platform. Materials: [Brand voice], [Audience], [Platform], [Product assets], [Campaign calendar and historical performance]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Content series, Posts and scripts, Engagement questions, Publishing cadence, Review 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: Do not post the same version everywhere. Adapt format, audience expectations, and community tone to each platform.