Let’s Have an Honest Conversation

You fired up ChatGPT or Claude. You typed something like, “Write me a social media post about my business.” And out came a string of shiny, soulless words that sounded like every other business on the internet — polished, painless, and completely ineffective.

Sound familiar? Yeah. I thought so.

Here’s the truth: AI isn’t broken. Your prompts are.

Most business owners treat AI like a magic eight ball — vague in, vague out. They’re stunned when the output is generic drivel. But the peeps who are actually using AI to drive leads, book clients, and fill event seats? They’ve figured out that the quality of your output is 100% tied to the quality of your input.

That’s what this post is about. Not AI hype. Not another productivity bro-brag. This is about giving you 3 specific, battle-tested prompts that transform AI from a generic content machine into your personal lead-gen copywriter — one that sounds like YOU and speaks directly to your buyers.

Why Most AI Copy Falls Flat (And Why It’s Not AI’s Fault)

Let me be blunt: AI is not a copywriter. It’s a brilliantly fast writing assistant. And like any assistant, it needs direction. Clear, specific, strategic direction.

The problem is most people walk up to AI like it’s a mind reader. They type “write me something about my product” and expect it to channel their brand voice, understand their audience’s pain points, and craft something emotionally resonant — all on its own.

It doesn’t work that way. Here’s what AI needs from you:

• Target: Who are you talking to?
• Problem: What specific problem does your offer solve?
• CTA: What action do you want them to take?
• Hook: What’s the emotional trigger?
• Voice: What’s your brand voice?

Give it those five things and watch what happens. That transformation — from generic to laser-targeted — is exactly what the 3 prompts below are engineered to deliver.

Research backs this up hard: according to HubSpot’s 2024 State of Marketing Report, 79% of marketers say AI is helpful for content creation — but only when they give it structured direction. The rest are spinning their wheels.

The Framework Behind Every Prompt That Converts

Before I hand over the prompts, you need to understand the anatomy of a high-converting AI prompt. This isn’t fluff — this is the mechanic. Get this in your bones and you’ll be able to build your own prompts forever.

The Outlaw Prompt Formula™

1. ROLE — Tell AI Who It Is

AI responds to persona assignments. When you say “You are a direct-response copywriter specializing in small business promotions,” it shifts its entire output approach. Don’t skip this.

2. AUDIENCE — Be Surgically Specific

“Small business owners” is not an audience. “Female entrepreneurs in rural communities who run brick-and-mortar shops and are exhausted by social media that doesn’t convert” — THAT is an audience. The more specific, the more resonant the copy.

3. PROBLEM — Name the Pain

Great copy always leads with the problem. Tell AI exactly what’s keeping your prospect up at night. Don’t describe your product — describe their suffering first.

4. OFFER — The Solution with Stakes

Now describe what you offer and why it matters right now. Add urgency. Add specificity. Dates, numbers, and outcomes beat vague promises every single time.

5. TONE — Match Your Brand

Give AI your brand adjectives. Sassy and direct? Say that. Warm and community-driven? Say that. You can even paste in sample copy you’ve written and say “write in this voice.” Works like a charm.

6. CTA — The One Clear Ask

Every piece of promotional copy needs exactly one call-to-action. Don’t make your reader choose. Tell AI the single action you want your audience to take — and make it specific.

Prompt #1: The Lead Magnet Hook

(For getting people to opt in to your list or free offer)

This is the prompt you use when you need copy that gets people to raise their hand. Email list signups, free downloads, free consultations, event registrations — anything where you need people to say “yes” to the first step.

Most AI-generated opt-in copy is limp and forgettable. This prompt changes that by baking in emotional stakes and specific outcomes.

Why This Works

Three emotional angles in one shot. Fear, desire, and credibility are the three drivers behind virtually every buying decision. When you test these with your audience, you’ll know which one lands hardest — and that data is gold for your entire marketing strategy.

Want to go deeper on emotional triggers in copy? Copyhackers has an excellent breakdown on conversion psychology that’s worth bookmarking.

Prompt #2: The Event or Offer Announcement

(For driving ticket sales, product launches, or service offers)

Listen up, because this one is my personal playground. I produce concerts in Philipsburg, Montana. I’ve run lead promoter roles for massive annual events. I know what promotional copy has to do — it has to make people feel like missing this is not an option.

AI-generated event copy is often the worst offender. It lists the basics — date, time, location — and completely ignores the emotional experience of being there. Nobody buys a ticket to “a music event on Saturday.” They buy because they can feel it.

This prompt fixes that.

The Secret in This Prompt

Notice the instruction: “Open with an emotional hook — not the event name or date.” That one line is the difference between copy that gets ignored and copy that gets shared. Nobody cares what it is until they care about how it makes them feel.

Lead with the experience. Follow with the details. Close with urgency. That’s the formula that fills rooms and sells products.

For deeper reading on event promotion strategy, check out Eventbrite’s Event Marketing Guide — solid resource, especially the section on social proof.

Prompt #3: The Conversion-Focused Follow-Up

(For turning warm leads into paying clients)

Here’s where most businesses leave money on the table. They collect leads. They get inquiries. And then they send a follow-up email so weak it might as well say “hey, uh, remember me?”

The follow-up is not a formality. It’s a sale waiting to happen. And when you prompt AI correctly, it can write follow-up copy that feels personal, feels urgent, and feels like you wrote it yourself at midnight when you were fired up about serving your clients.

Why Follow-Up Copy Is Your Biggest Missed Opportunity

Studies consistently show that 80% of sales require 5 or more follow-up touchpoints — but 44% of salespeople give up after just one. Your follow-up game is where deals either close or die.

This prompt arms AI with the exact context it needs to write something that doesn’t feel like a robot wrote it. When you include objection handling and outcome-first framing, your follow-up goes from ignored to “oh my gosh, I was just thinking about this.”

For the stats on follow-up frequency and sales conversion, Marketing Donut’s research on follow-up sales data is a great reference to bookmark and share.

Making These Prompts Work Even Harder: Outlaw-Level Tips

Tip 1: Give AI Your Voice — Literally

Copy and paste 3–5 examples of copy you’ve already written that you love. Tell AI: “Here are examples of my brand voice. Match this style in everything you write for me.” This is your fastest shortcut to copy that actually sounds like you.

Tip 2: Ask for Variations, Not Just One Version

Always ask for 3 versions minimum. Why? Because the first version is rarely the best one. Version 2 or 3 often has the headline or hook that stops the scroll. Test multiple versions with your audience and you’ll learn what resonates faster than any marketing course will teach you.

Tip 3: Edit Like a Human, Always

AI gives you the 80%. You bring the 20% — your personal story, your specific client results, that inside joke your community loves, the local reference that makes your small-town audience feel seen. Never post AI copy raw. Always add your fingerprints.

Tip 4: Build a Prompt Library

Every time you nail a prompt, save it. Build a swipe file of your best-performing prompts organized by copy type: lead magnet, event, email, social, ad. This is one of the single highest-leverage things you can do for your marketing efficiency. Six months from now, that library will save you hundreds of hours.

Need a solid foundation for your AI toolkit? My Outlaw AI Toolkit gives you a structured framework for integrating AI into your daily marketing workflow — without losing your brand voice or your mind.

The Real Talk Section (Because You Deserve It)

Here’s what nobody in the “AI is going to replace you” crowd wants to admit: the businesses dominating their markets with AI-assisted copy are not using AI INSTEAD of their brain. They’re using AI to amplify their brain.

Your strategy. Your audience insights. Your brand voice. Your relationship with your community. AI can’t replicate that. What it CAN do is help you execute on all of it faster, more consistently, and at a volume that was previously impossible for a small team or solo operator.

That’s the Outlaw Marketing approach: AI is a weapon in your promotional arsenal. Not a replacement. Not a crutch. A weapon. And these 3 prompts are how you pick it up and aim it.

Ready to Make AI Work for YOUR Business?

If you’ve been staring at blank AI outputs wondering why it never sounds like YOU — this is your answer. The prompts are here. The framework is here. Now it’s your turn to put them to work.

🔥 Grab the No-Excuses Promotion Checklist — free — and start building a promotion system that actually drives results.

💡 Want the full AI marketing system? Check out the Outlaw AI Toolkit and The Promotion Sprint — both built to help small business owners promote smarter, not harder.

🤠 Join The Outlaw Edge — our private Facebook community where small business owners, promoters, and entrepreneurs share what’s actually working in their marketing right now.

Let’s go build something.

— Char Snyder | Outlaw Marketing | outlawmarketing.net

Sources & Further Reading

• HubSpot 2024 State of Marketing Report: https://www.hubspot.com/state-of-marketing

• Copyhackers — Emotional Triggers in Copywriting: https://copyhackers.com/2020/02/emotional-triggers-in-copywriting/

• Eventbrite Event Marketing Guide: https://www.eventbrite.com/l/event-marketing/

• Marketing Donut — Follow-Up Sales Research: https://www.marketingdonut.co.uk/sales/sales-process/why-8-of-sales-people-get-80-of-the-sales