Prompts That Sell

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Last time we opened the vault, I gave you prompts that turn AI into a researcher. Today we go after the harder, more valuable job. We turn AI into a copywriter who actually understands your offer.

Here is the problem with most AI copy, and why yours has probably disappointed you. You typed "write me a sales email for my product," the model gave you something that sounded like every other product on earth, and you concluded AI cannot write. The model is not the problem. The instruction was. A copywriter who knew nothing about your customer, your offer, or the specific resistance in a buyer's head would also write generic mush. You hired a stranger and gave them no brief.

The six prompts below fix that. They are not magic words. They are structured briefs that force the model to do what a good copywriter does before writing a single line, understand the buyer, find the real objection, and speak to the specific moment of decision. Run these through whatever workspace you use, Claude for the heavier reasoning, ChatGPT for fast drafts, or a setup like Galaxy.ai that gives you several models to compare in one place. The prompt does the work. Copy them, fill in the brackets, and watch the quality jump.

Before you sell anything, you need to know what is actually stopping the buyer, and it is rarely what they say out loud. This prompt digs past the polite surface reason to the real one.

The prompt. "You are a skeptical version of my ideal customer. Here is my offer: [describe it in plain language]. Here is who I sell to: [describe them]. List the top ten reasons this person would hesitate to buy, ranked from the objection they would say out loud to the one they would never admit but actually feel. For each, write one sentence on the fear underneath it."

Why it works. You cannot answer an objection you have not named, and the objections that kill sales are the unspoken ones. This hands you a ranked map of the resistance in your buyer's head, which is the raw material for everything else you write. Run this first, every time, before you write a word of copy. The output becomes the brief for the next five prompts.

Most businesses describe what they do in the language of the business, not the language of the customer. The buyer does not care about your features. They care about what changes in their life. This prompt translates.

The prompt. "Here is how I currently describe my offer: [paste your current description]. Rewrite this so every feature is translated into a concrete outcome the customer actually feels, in their words, not mine. For each feature, show the before state and the after state of the customer's day. Cut any sentence that describes the product instead of the customer's life."

Why it works. People buy a better version of their own situation, not a list of capabilities. This forces every line of your copy through the only filter that matters, what changes for the person reading. The before and after framing also hands you the bones of a sales story without you having to invent one.

Generic emails get generic results. The fix is to write to one person, not a list. This prompt builds an email aimed at a single, specific reader at a single, specific moment.

The prompt. "Write a short sales email to one person: [describe one real customer, their situation, what they are worried about this week]. The email should feel like it was written only for them. Reference their specific moment, make one clear point, and end with one simple next step. No hype, no exclamation marks, no pressure. Write the way a trusted advisor emails a client they respect."

Why it works. The paradox of email is that the more specific and personal it feels, the more broadly it lands, because everyone in your audience is some version of that one person. Writing to one reader kills the committee tone that makes most email copy invisible. You can run this for several customer types and let your sequence pick the right one based on who the contact is.

You do not write one headline and hope. You generate many, then make the model fight them against each other so the winner earns its spot. This prompt runs the tournament for you.

The prompt. "Here is my offer and audience: [paste the objection map from prompt one]. Write fifteen headlines for it, each using a different angle: curiosity, fear of loss, a specific number, a bold claim, a question, a contrarian take, and so on. Then act as a hard nosed direct response editor and rank your own fifteen from strongest to weakest, with one line explaining why the top three win and the bottom three fail."

Why it works. Volume plus judgment beats inspiration. Fifteen angles surface options you would never have reached by staring at the page, and forcing the model to critique its own list gives you reasoning, not just a pile of options. You walk away with three headlines worth testing and an understanding of why they are strong, which makes you a better writer for the next one.

If you want my full vault of selling prompts, the twenty I actually use for sales pages, launch emails, and objection handling, organized so you can grab the right one in seconds, it is bundled into the AI Workflow Blueprint at forty seven dollars. Reply BLUEPRINT and the whole vault is yours.

The fastest way to strengthen copy is to attack it before your prospect does. This prompt turns the model into a hostile reader whose only job is to find the holes.

The prompt. "Here is a piece of sales copy I wrote: [paste it]. You are a smart, busy, skeptical prospect who has been burned before. Read this and tell me every place you would roll your eyes, stop reading, or smell a sales pitch. Be specific and a little harsh. Point to the exact sentences that lose you and explain why. Do not rewrite anything yet. Just find the weaknesses."

Why it works. You are too close to your own copy to see where it is weak, and praise teaches you nothing. A hostile read surfaces the exact lines that are costing you sales, the unearned claims, the vague promises, the moments where the reader checks out. Fix those and you do not need fancier words. You need fewer weak ones. Notice this prompt forbids rewriting, because you want the diagnosis clean before you let it touch the cure.

The last barrier between interest and purchase is risk. The buyer wants it but fears the downside. This prompt builds the guarantee or framing that takes the fear off the table.

The prompt. "My offer is [describe it] and my price is [state it]. Here is the main thing buyers fear about saying yes: [paste the top unspoken objection from prompt one]. Propose five different ways I could reduce or reverse the risk for the buyer, from a simple guarantee to a more creative structure. For each, note the upside for the customer and the realistic downside for me, so I can judge which I can actually afford to offer."

Why it works. Most sales do not die on price. They die on perceived risk. Naming a way to absorb that risk often does more for conversion than any clever line of copy, and this prompt gives you options weighed against what you can actually stomach as the business owner. The model is not deciding for you. It is laying out the menu so you can choose with clear eyes.

A few rules so these earn their keep. First, run them in order. The objection map from prompt one feeds everything after it, so do not skip the foundation to rush to the headlines. Second, treat the first output as a draft, never the final. The magic is in the back and forth, telling the model what is off and asking again. Third, keep your own voice as the final filter. The model drafts, you decide. Copy that sounds like a machine sells like a machine, which is to say it does not.

And if you want a second opinion on a high stakes piece, run the same brief through a different model. A fast, irreverent model like Grok will often take a sharper, more contrarian angle than a careful one, and seeing the same offer through two different lenses shows you options you would have missed with one. This is the quiet advantage of a workspace that gives you several models at once. You stop betting your copy on a single voice.

Even with the six prompts in hand, there is one mistake that quietly wrecks the output, and almost everyone makes it. They give the model too little to work with and then blame the model. They paste the prompt, fill the brackets with a single vague line like "I sell coaching to entrepreneurs," and wonder why the copy comes back thin. Garbage brief, garbage copy. The prompts are only as good as the raw material you feed them.

The fix takes five minutes and changes everything. Before you run a single prompt, write a short context block you can paste at the top of any of them. Three things go in it. Who exactly you serve, named down to their situation and not just their job title. What your offer actually does, in the plainest language you have, the way you would explain it to a friend who does not work in your field. And the transformation, the specific before and after state of the customer's life. That block is your standing brief. Save it. Reuse it on every prompt.

The difference is not subtle. Run prompt one with "entrepreneurs" and you get ten objections that could belong to anyone selling anything. Run it with "solo bookkeepers doing forty client returns a season who are terrified of switching software mid year" and the objections come back so specific they feel like you transcribed a real conversation. Specificity in equals specificity out. The model cannot know your business. You have to hand it the knowledge, once, in a form it can use every time.

There is a second, smaller mistake worth naming. People run a prompt, get a decent first draft, and stop there. The first draft is the floor, not the ceiling. The owners who get copy that genuinely sells are the ones who push back twice, tell the model what rings false, and ask again. The brief gets you a good draft. The conversation gets you a great one.

Here is what these prompts really teach you, and it outlasts any single sales page. They train you to think like a copywriter, to start with the buyer's resistance instead of your product's features, to write to one person, to attack your own work before the market does. The prompts are scaffolding. Run them enough and you internalize the moves, and then you are not just a business owner who uses AI. You are a business owner who can sell, with a tireless drafting partner on call.

Pick your most important offer today. Run it through prompt one, then two, then build a single email with prompt three. One offer, three prompts, one finished piece of copy that is sharper than anything you would have written cold. Then come back tomorrow, because Friday we put a tool through its paces.

If you want me to run these on your actual offer with you, building the objection map and the copy for your real product alongside you, that is the AI Business Accelerator at ninety seven dollars. Reply ACCELERATOR and we will write something that sells.

Jordan

The AI Newsroom | Jordan Hale | ainewsroomdaily.com

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