Guide

Prompt Quality Checklist for Local Business Prompts

A review checklist for local SEO, service pages, customer reviews, offers and day-to-day operations.

Practical method

A review checklist for local SEO, service pages, customer reviews, offers and day-to-day operations. The goal is not to make prompts longer. The goal is to make the request clearer, easier to verify and more useful in a real workflow.

A good prompt usually includes role, task, context, constraints, examples, output format and a review loop.

Step-by-step process

  1. Write the real task in plain language.
  2. Add context: audience, constraints, examples and unavailable details.
  3. Ask for a first draft and missing-information questions.
  4. Request a critique against your goal.
  5. Revise the prompt and save the version that worked.

Sales Prompts Context Builder

Best for: teams working on prospecting, discovery calls, proposals and follow-up messages in general work

Act as a senior sales specialist. You are helping a team in general work create a discovery questions. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to collect missing context before trying to create a discovery questions. Return a usable discovery questions plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
[goal][audience][context][constraints][tone][output format]

Example input: Goal: create a discovery questions; scenario: weak discovery, forgotten context and unclear next steps; deliverable needed: discovery questions; constraint: keep it specific and reviewable.

Expected output: discovery questions with a clear structure, one example, and a review checklist

Sales Prompts First Draft

Best for: teams working on prospecting, discovery calls, proposals and follow-up messages in general work

Act as a senior sales specialist. You are helping a team in general work create a discovery questions. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to produce a usable discovery questions for team. Return a usable discovery questions plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
[goal][audience][context][constraints][tone][output format]

Example input: Goal: create a discovery questions; scenario: weak discovery, forgotten context and unclear next steps; deliverable needed: follow-up email; constraint: keep it specific and reviewable.

Expected output: follow-up email with a clear structure, one example, and a review checklist

Sales Prompts Critique and Improve

Best for: teams working on prospecting, discovery calls, proposals and follow-up messages in general work

Act as a senior sales specialist. You are helping a team in general work create a discovery questions. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to audit the follow-up email against the real goal and constraints. Return a usable discovery questions plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
[goal][audience][context][constraints][tone][output format]

Example input: Goal: create a discovery questions; scenario: weak discovery, forgotten context and unclear next steps; deliverable needed: objection responses; constraint: keep it specific and reviewable.

Expected output: objection responses with a clear structure, one example, and a review checklist

常见错误

  • Using a one-line request like “write something about sales” with no audience or constraints.
  • Asking for the final answer before collecting the context the AI needs.
  • Publishing output without checking facts, dates, product details or policy-sensitive claims.
  • Requesting many versions without defining what “good” means.
  • Letting the AI decide the structure when the page, email or report already has a known format.

审核清单

  • The prompt states the user role and business context.
  • The output format is explicit enough to review quickly.
  • The prompt asks for missing-information questions instead of invented details.
  • The answer includes a checklist or next step, not only a paragraph.
  • Claims, numbers, policies and examples are checked before use.

常见问题

What is the fastest way to improve a prompt?

Add specific context, output format and success criteria.

Should prompts be very long?

Not always. A prompt should be complete enough to guide the output, but not padded with irrelevant words.

How do I know the result is good?

Compare it against the original goal, check facts and ask whether a real user can act on it.

编辑质量

Score: 78/100

Robots: noindex,follow

该页面对用户可见,但在完成编辑审核前不进入 sitemap。