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Guide #3 — AI Prompting Foundations

How to Write AI Prompts That Actually Work for Your Business

Most businesses try AI, get mediocre results, and conclude it doesn't work. The problem isn't the tool. It's that AI has no idea who you are, what your business does, or what you're actually trying to solve. Fix that first, and everything else gets easier.

10–15 min read
Interactive worksheet
Copyable prompt template
01

When you open ChatGPT or Claude and type a question, you're talking to a system that knows nothing about you. It doesn't know what industry you're in, what your margins are, how you get customers, or what your actual constraints are. It knows language. It knows patterns. It will generate a response — but that response is built on whatever assumptions feel most generic.

This is why so many first attempts with AI feel useless. Someone asks "how do I get more customers?" and gets a list of marketing tactics they've heard a hundred times. The AI isn't broken. It's doing exactly what you asked — answering a question from a business with no industry, no size, no model, no constraints, and no goal. You got a generic answer because you asked a generic question.

The core problem

AI is a very fast, very capable thinking partner. But it can only work with what you give it. Vague in, vague out. Your job isn't to master some secret prompting technique — it's to show up to the conversation prepared.

The businesses that get real value out of AI aren't using special tools or better models. They're giving AI a clear picture of their situation before asking it anything. They've essentially created a business context document — a short summary of who they are, what they're trying to do, and what constraints matter — and they paste it at the start of every conversation.

The difference between a vague ask and a structured one looks like this:

❌ Without context
"How should I follow up with leads who don't respond?"
✅ With context
"I run a residential landscaping company. My ideal customer is a homeowner in the $400k–$700k home range. I get most leads from referrals and Google. My follow-up right now is one call and that's it. Most people don't pick up. Write me a 3-step follow-up sequence I can do by text and email — friendly but direct, not pushy."

Same question. Completely different results. The worksheet below is designed to capture everything AI needs to actually understand your business. Fill it out once. Use it in every AI session.


02

Even with good context, a vague request gets a vague response. "Help me with my marketing" is technically a request, but it could mean a hundred different things. A framework forces you to be specific before you ask — not because AI needs it, but because the act of filling in a framework often clarifies what you actually want.

The framework we use is called B.R.I.E.F. Five components. Each one eliminates a different type of ambiguity.

B
Background
The relevant situation or context for this specific request. Not your entire business history — just what AI needs to know to answer this question well. "I sent an estimate three days ago and haven't heard back."
R
Request
Exactly what you're asking AI to do. A verb and an output. Not "help me with" but "write a," "summarize the," "list three," "rewrite this so it." Be specific.
I
Intent
Why this matters and what problem it solves. This is where a lot of the quality comes from — when AI understands the purpose behind the request, the output is better aligned with what you actually need. "The goal is to re-engage without coming across as desperate."
E
End Result
What a good answer looks like. Format, length, depth, structure. "Give me a short paragraph I can send as a text message" is different from "Give me a 3-email sequence with subject lines." Tell AI what you're going to do with this.
F
Focus
Constraints and things to avoid. Tone, audience, limits. "Keep it under 120 words," "sound like a real person not a marketing department," "do not mention price." This is where you head off the most common failure modes before they happen.
The framework isn't magic

B.R.I.E.F. doesn't guarantee good output — it guarantees you asked a good question. The value is in the discipline, not the acronym. If you can't fill in "Intent," you don't know what you're trying to accomplish. If you can't fill in "End Result," you can't evaluate whether the answer is good. Use the framework until it becomes automatic, then drop the scaffolding.

Here's the same scenario from Section 1 — written out using B.R.I.E.F.:

✅ B.R.I.E.F. example
Background: I run a residential landscaping company. My ideal customer is a homeowner in the $400k–$700k home range. I sent an estimate three days ago and have not heard back. Request: Write a 3-step follow-up sequence I can use over text and email. Intent: I want to re-engage without being pushy. Most customers in this range are busy — they did not say no, they just haven't responded. End Result: Three short messages with timing suggestions. One text and two emails. Include what each one is trying to accomplish. Focus: Friendly and direct. No pressure tactics. Keep each message under 100 words. Sound like a real person.

You'll notice the B.R.I.E.F. version is longer. That's intentional. Writing it forces you to think. Most vague prompts are vague because the person asking hasn't fully worked out what they want. The framework is as much a thinking tool as it is a prompting tool.


03

Even with good context and a solid framework, the order in which you ask things matters. AI is not a search engine — it builds on what's already been said in the conversation. A session that starts with context, moves to clarification, then to a structured request, then asks for synthesis produces fundamentally better work than one that jumps straight to "write me a strategy."

1
Context-setting — paste your business summary first
Before you ask anything, give AI your business context. Paste the summary you'll generate from the worksheet below. This is a one-time setup at the start of every session.
"Here's context about my business: [paste your summary]. I'm going to ask you some questions — use this to give me relevant answers."
2
Clarification — let AI ask you questions
For complex topics, invite AI to ask clarifying questions before it answers. This surfaces things you hadn't considered and produces more focused output. Use it when the problem feels fuzzy.
"Before you answer, ask me any questions that would help you give me a better response."
3
Framework request — use B.R.I.E.F. for the specific ask
Now make your structured request. At this point AI knows your business, understands the context, and has clarity on the problem. This is where you use the B.R.I.E.F. format to ask for exactly what you need.
"Background: [specific situation]. Request: [exact deliverable]. Intent: [why it matters]. End Result: [format/length]. Focus: [constraints]."
4
Synthesis — ask for the bigger picture
Once you've done the specific work, ask AI to pull it together. What patterns does it notice? What would it recommend as a next step? What did you not ask about that you probably should? This is where a lot of the strategic value comes out.
"Based on everything we've discussed, what's the one thing I should focus on first? What am I not thinking about?"
The pattern in one line

Context → Clarification → Framework → Synthesis. You do not have to run this every time — for simple asks, jump to step 3. But for anything strategic or complex, running the full sequence takes 10 extra minutes and produces dramatically better work.


Your Business Context Worksheet

Before you ask AI for advice, give it a clear picture of your business. Fill this out once. Paste the generated summary at the start of any AI session — it replaces five minutes of back-and-forth every time.

Your industry, what you sell or do, and how long you've been operating. One to three sentences.
Describe the person or business you most want to work with — not just demographics, but what they care about and what makes them easy (or hard) to work with.
Where is your business strong? What do you do better than most competitors? What do customers consistently compliment?
Where does the business slow down, break, or cost you more time and money than it should? Be specific — vague answers produce vague suggestions.
List your main lead sources and roughly what percentage comes from each. Include anything you've tried that didn't work.
Walk through what currently happens after someone inquires or gets an estimate. Be honest — "I call once and if they don't answer I move on" is a valid answer.
CRM, scheduling, invoicing, communication — list what you use and what role it plays. Also note anything you're paying for but not really using.
Things you or your team do over and over — answers to the same questions, the same type of email, the same process every new job requires. These are candidates for templates or automation.
Things that should happen but often don't — follow-ups you forget, invoices sent late, customers you mean to check in with, systems that exist in theory but not in practice.
One or two specific, concrete outcomes. Not "grow my business" — an actual number or change in behavior. This helps AI give you targeted, actionable advice instead of general encouragement.
Areas of your business where human judgment, relationships, or sensitivity require that you handle things personally — customer complaints, pricing decisions, anything where a mistake would be costly.
Your Business Context Summary
Paste this at the start of any AI conversation. Fill at least a few fields first.
Try it right now

Paste your Business Context Summary first, then follow it with your B.R.I.E.F.-structured request. Together these two things tell AI everything it needs to give you a specific, relevant answer on the first try.

Master Prompt Template
You are helping me with a specific business challenge. Here is my business context — read this before answering anything: [PASTE YOUR BUSINESS CONTEXT SUMMARY HERE] Now here is my specific request, structured using the B.R.I.E.F. framework: Background: [Describe the specific situation or problem you're dealing with right now. What's the relevant context for this particular question?] Request: [State exactly what you want me to produce or do. Use an action verb: "Write a...", "List three...", "Summarize the...", "Rewrite this so it..."] Intent: [Why does this matter? What problem are you trying to solve, and what would a successful outcome change for you?] End Result: [What should the output look like? Format, length, structure. "A short paragraph I can send as a text," "A numbered list of five options," "A one-page summary I can share with my team."] Focus: [What constraints, tone requirements, or things to avoid? "Keep it under 100 words," "sound like a real person, not marketing copy," "do not mention pricing," "assume the reader knows nothing about our industry."] --- One important rule: if anything in my context is unclear or if a clarifying question would significantly improve your answer, ask me before you respond. I'd rather give you more information than get a generic answer.
What's Next

You've done the hard part. Here's where to go from here.

If you've made it this far, you're my kind of person — because you've already done the hard part: getting honest about how your business actually runs.

You don't need to become an AI expert. You just need to understand your business and be open to a bit of leverage. Here's where you can go from here:

Path A
Take it and run

You've got your Business Context Summary and a proven prompt. That's everything you need to start getting real value from AI today. Run it, refine it, make it yours.

Open ChatGPT or Claude. Paste your Business Context Summary. Then paste the Master Prompt Template with your first real request. See what you get. Adjust from there.

Path B
Go deeper

The Prompt Architecture is the complete system — prebuilt worksheets, a before/after comparison pack that shows exactly what good looks like, five ready-to-use frameworks for common business situations, and a method for building context-loaded prompts from scratch. $69, one-time.

Path C
Get it wired

Some business owners look at their AI-generated plan and think: "This is exactly right — now I want someone to help me wire it into my actual systems." If that's you, tell me what you learned and what you'd want help with. No sales pitch. Just a real conversation.


New to this series? Start with Guide #1 — What's Actually Running Your Business Right Now or continue to Guide #2 — AI for Small Business: What's Real Right Now.