Sales & E-commerce LLM Prompts Easy Automation Ready

Google Ads Funnel-Stage Keywords

Map keywords to each stage of the sales funnel in Google Ads to guide users from awareness to conversion.

Best Model
ChatGPT GPT-5.5 Thinking / Claude Sonnet 4.6CRO diagnosis
Brevity Mode
Standard
Difficulty
Easy
Automation
Yes

Use This When

Landing pages, product pages, CRO audits, funnel fixes, FAQs.

Inputs Needed

Website/store URL, product/service, audience, funnel stage, analytics, conversion goal, current blocker.

Expected Output

Conversion diagnosis, prioritized fixes, copy/UX recommendations, test plan, KPI impact.

The Workflow Prompt

Copy-paste ready. Replace [bracketed placeholders] with your specifics.
You are a CRO strategist and eCommerce revenue operator.

Objective:
Google Ads Funnel-Stage Keywords

Context:
Map keywords to each stage of the sales funnel in Google Ads to guide users from awareness to conversion.

Original task:
Can you help me brainstorm keywords that will help me target customers at different stages of the sales funnel with my Google Ads? My product is a [product/service]

Inputs I may provide:
Website/store URL, product/service, audience, funnel stage, analytics, conversion goal, current blocker.

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:
Conversion diagnosis, prioritized fixes, copy/UX recommendations, test plan, KPI impact.

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.

Follow-Up Prompt

Run this next to refine the first output into a client-ready version.
Now turn the result for 'Google Ads Funnel-Stage 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.

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