Better AI copy starts before “write me a post”

“Write engaging copy for my product.”

Fair brief. One small thing missing: why should anybody care?

Add “punchy,” “authentic,” and “high-converting” if you like. That’s a mood board. The writer still needs an argument.

Give the writer a situation. A reason the product helps. Something we can actually see. These four thinkers give us useful ways in.

Four tools for four different problems

These are working adaptations, not a claim that the four teach one combined formula.

Adley: earn the attention. Her hook research example studies why a video held attention, then applies that technique to something original. Name the interesting reveal in your prompt. “Make it viral” doesn’t do that.

Dan: connect the argument. His One Belief explanation connects an idea, a mechanism, and a product. Show why the solution makes sense before presenting features. Agreement doesn’t make buying inevitable.

Hormozi: make the offer believable. His value checklist examines the desired result, confidence, wait, and work required. Answer those questions with facts, rather than promising instant results.

Joanna: bring real language. Her voice-of-customer tutorial starts with customers’ words. Keep the source. Someone’s complaint about a problem isn’t a testimonial for your product.

Same product, three different briefs

Let’s use ClearBrief, a fictional tool. It keeps the audience, offer, and reference examples in one shared brief. Comments sit beside the draft they refer to. A person approves the final copy.

The reader is a small agency owner tired of vague revisions. The next action is to see a sample brief.

The following copy is an editorial demonstration written for this article. It is not an unedited model experiment or a measured conversion result.

A. The everyday prompt

Write a LinkedIn post for ClearBrief. It keeps the audience, offer,
and reference examples in a shared brief, puts comments beside drafts,
and requires a person to approve final copy. Write for small agencies.
Keep it under 65 words. Invite readers to see a sample brief.

Example copy:

Keep your copy project in one shared place. ClearBrief brings together your audience, offer, and reference examples, with comments beside each draft and a person approving the final copy. Your team can work from the same brief and review feedback in context. See a sample brief.

Clear enough. We know what it does. But swap the logo and it could be half the project tools on your screen. The reader still has to figure out why those features matter.

B. A better brief, without a named framework

Keep the same facts, reader, length, and next action. Add:

Open with a recognizable revision problem. Explain how one shared
brief and comments beside the draft help. Use plain language.
Don’t invent customer results, testimonials, or extra features.

Example copy:

“Make it punchier” is hard feedback to use when everyone means something different. ClearBrief keeps the audience, offer, and reference examples in one shared brief, with comments beside the draft being discussed. You have a common starting point for the next revision, and a person approves the final copy. See a sample brief.

Now the feature has a job. Everyone has something specific to discuss. You can picture the mess before you meet the product.

C. A framework-based brief

Keep the same facts and constraints again. This time add:

Use Dan Henry’s big idea → mechanism → product structure.
Big idea: vague revisions can start with an unclear shared brief.
Mechanism: agree on audience, offer, and reference examples;
discuss feedback beside the draft it describes.
Product: ClearBrief puts those pieces together.
Give the reader a useful insight before the invitation.
Don’t imply every revision problem has the same cause.
Don’t invent results, testimonials, or extra features.

Example copy:

Before another rewrite, check whether everyone is writing toward the same brief. If the audience, offer, and reference examples are fuzzy, “make it punchier” gives you another guess. ClearBrief puts those decisions in one shared brief and keeps comments beside each draft. A person approves the final copy. See a sample brief.

Now there’s an idea worth taking away. Check the brief before ordering another rewrite. The product has a clear role, and the reader gets something useful either way.

My editorial pick is C for teaching the idea. B may suit a reader who already knows exactly what’s going wrong. A is perfectly usable when a straightforward product description is the job.

That middle version matters. Without it, we could give a famous framework credit for an improvement that came from a more specific brief.

Two other adaptations of the same facts:

These are our examples, not quotations or endorsements from either creator.

What research helps explain

Packard and Berger’s research on concrete language found benefits in customer-service interactions, partly because specific language signaled that the employee was listening. That supports trying recognizable details such as the exact revision comment. It does not establish that our LinkedIn example will sell more.

Berger and Milkman’s sharing research links transmission with factors including emotional activation and practical usefulness. A useful realization gives someone a reason to share. That is a plausible explanation for the approach, not a scientific endorsement of any named creator’s whole framework.

A prompt you can actually reuse

Write [format] for [reader in a specific situation].
The next action is [one action]. Maximum length: [limit].

Product facts: [only facts we can support].
Customer wording: [real excerpts with their sources, or “none yet”].
Voice examples: [two short examples we like and why].

Use ONE main approach:
• Attention: a recognizable moment with a useful payoff.
• Argument: big idea → mechanism → product.
• Offer: desired result, credible evidence, time and effort.
• Customer language: build around a researched need or objection.

Make the product’s role concrete. Don’t invent proof or urgency.
Give me two different angles, then explain the important difference
in two sentences. Keep that explanation outside the public copy.

You don’t need four frameworks elbowing each other out of one paragraph. Pick the one that helps this draft.

Then put the copy in front of someone who might use the product. Ask what they understood, what they believed, and what they would do next. Nice sentence. Now let a reader vote.

Next read: How to tell whether your new copy is actually better.