Marketing LLM Prompts Intermediate Automation Ready

Google Ads Commercial-Intent Keywords

Prioritize commercial-intent terms in Google Ads to target ready-to-buy customers with the right language.

Best Model
ChatGPT GPT-5.5 / Claude Sonnet 4.6Balanced strategy + copy
Brevity Mode
Standard
Difficulty
Intermediate
Automation
Yes

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:
Google Ads Commercial-Intent Keywords

Context:
Prioritize commercial-intent terms in Google Ads to target ready-to-buy customers with the right language.

Original task:
My [eCommerce store] sells [niche products], and I want to focus on people closer to the purchasing stage. Which [commercial intent keywords] should I prioritize, and what language resonates best with buyers who are ready to check out?

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 Standard 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 'Google Ads Commercial-Intent Keywords' 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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