Marketing LLM Prompts Intermediate

Facebook Retargeting Funnel Audit

Analyze your Facebook retargeting funnel—from ad engagement to conversion—to identify drop-off points and optimize creative and timing.

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 Retargeting Funnel Audit

Context:
Analyze your Facebook retargeting funnel—from ad engagement to conversion—to identify drop-off points and optimize creative and timing.

Original task:
You are an expert Facebook ads marketing specialist. I set up retargeting ads for my [online service], but the audience doesn’t seem to be converting, and my click-through rate is below average. I want you to analyze my funnel, from initial user engagement to the final conversion stage, to figure out where prospects drop off. Be sure to ask me about my retargeting window, ad creatives, and any special offers I’m using, so we can re-optimize and get better results.

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:
Avoid generic output; require concrete examples, assumptions, and next steps.

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 Retargeting Funnel Audit' into a client-ready version: tighten wording, remove fluff, add missing assumptions, and provide the next 3 actions.

Avoid / Cautions

Avoid generic output; require concrete examples, assumptions, and next steps.

Related Workflows

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