Marketing LLM Prompts Intermediate

Facebook Ecommerce Ad Audit

Audit your Facebook ad account—copy, targeting, landing pages—to diagnose low-performance issues and boost conversions.

Best Model
ChatGPT GPT-5.5 / Claude Sonnet 4.6Balanced strategy + copy
Brevity Mode
Detailed
Difficulty
Intermediate
Automation
Needs user context

Use This When

Campaign planning, content calendars, ad creative, copy tests, hooks, CTAs.

Inputs Needed

Business, offer, audience, budget, channel, target geography, competitor examples, success metric, current results.

Expected Output

Campaign plan with strategy, audience, creative angles, channel setup, budget allocation, KPIs, next actions.

The Workflow Prompt

Copy-paste ready. Replace [bracketed placeholders] with your specifics.
You are a senior growth marketer and paid media strategist.

Objective:
Facebook Ecommerce Ad Audit

Context:
Audit your Facebook ad account—copy, targeting, landing pages—to diagnose low-performance issues and boost conversions.

Original task:
You are an expert Facebook ads marketing specialist. I’ve been running Facebook ads for my [ecommerce store] for several weeks, but sales are disappointingly low despite a steady amount of traffic. Please help me analyze my ad copy, targeting, and landing page experience to pinpoint what might be going wrong and propose solutions to boost conversions. Ask me specific questions about my ad metrics, product pricing, and audience targeting so we can systematically troubleshoot the campaign.

Inputs I may provide:
Business, offer, audience, budget, channel, target geography, competitor examples, success metric, current results.

Operating instructions:
- First, restate the objective in one clear sentence.
- If critical information is missing, ask up to 5 focused questions. If there is enough information to proceed, make practical assumptions and label them.
- Use a Detailed response style.
- Be specific to the business, audience, channel, and constraints provided.
- Avoid generic AI advice. Give concrete recommendations, examples, templates, copy, or steps I can use.
- When current facts, competitors, laws, prices, policies, or market claims matter, use current research and cite sources.
- Do not expose hidden chain-of-thought. Provide a concise rationale or decision summary instead.
- End with a short QA checklist that helps me verify the output.

Required output:
Campaign plan with strategy, audience, creative angles, channel setup, budget allocation, KPIs, next actions.

Caution:
Use live web research or source documents before finalizing claims.

QA Follow-Up Checklist

After the AI returns its output, verify against:

  1. Output is specific to the provided business/context.
  2. Assumptions are clearly labeled.
  3. No unsupported claims without source checks.
  4. Next actions are clear and usable.
  5. Hook, offer, audience, proof, objection, and CTA are addressed.

Follow-Up Prompt

Run this next to refine the first output into a client-ready version.
Now turn the result for 'Facebook Ecommerce Ad Audit' into a client-ready version: tighten wording, remove fluff, add missing assumptions, and provide the next 3 actions.

Avoid / Cautions

Use live web research or source documents before finalizing claims.

Related Workflows

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