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You want clever output.

However, to get what you’re looking for, your prompt needs to be to the point and specific. Boring, really. Plus, you want the LLM to ask you questions and make it interactive when useful. 

An LLM is very sure of itself. To the point of just making stuff up (hallucinating). Therefore, reminding it that it should ask you about stuff it needs is an important skill of talking to it. 

Sticking with our marketing theme, here’s something that you, as the boss, might need to do.

Boss Directive:

“I started writing the launch email for the new product, but I ran out of time and energy. We’re announcing our new productivity tool for freelancers. I need it finished.”

A useful prompt for asking AI to do it looks like this.

Prompt:

You are a senior marketing copywriter with a background in SaaS and tech product launches. You know how to take a rough draft and turn it into a clear, persuasive email that builds curiosity and drives click-throughs — without making it sound like generic sales copy.

You have a feel for voice and tone, especially in fast-growing startups. You understand how to write like a human: warm, specific, and benefit-focused, but not pushy.

Here’s the rough draft I started. Please complete and polish it. Keep the voice consistent — conversational, smart, and a little punchy. Don’t change the opening unless it really needs help. Make sure the product benefits are clear, and the call-to-action stands out. Suggest alternate subject lines if you have better ones.

This prompt follows all of the rules so far: role, goal, structure, verbosity, and now clarity, and ensures it will ask you questions about stuff it needs to know. 

Next up: Ask for Suggestions and Several Versions

Unlike with humans, where less is more and simplicity is king, AI needs more words from you. 

Brevity doesn’t help. Succinctness doesn’t help. Inference definitely doesn’t help. 

AI doesn’t infer what you meant, only what you typed. Verbosity helps. Overexplaining helps. More data helps. Even rambling on helps (sometimes). 

Boss directive:

“Our Facebook ads for the new coaching program aren’t converting like they should. We need better messaging.”

Here’s how to ask your friendly neighborhood LLM.

Prompt:

“You are a senior direct response copywriter who specializes in Facebook ads. You’ve worked with coaching programs, especially ones that target professionals who are looking to make a meaningful change in their careers.

You understand how to write ads that connect emotionally, build trust fast, and drive action from people who are skeptical or distracted.

We’re marketing a career coaching program for professionals ages 35 to 50 who feel like they’re stuck in their careers. They’re not in crisis, but they know they want something different. Some feel like they’ve missed their window. Others feel like they’ve plateaued. They’re capable, responsible, and looking for clarity.

The coaching program helps them rediscover what they want, regain their confidence, and design a next step that fits their current season of life.

Please write 10 Facebook ad variations. Each one should include a scroll-stopping opening line (hook), a few lines of emotionally resonant copy, and a call to action. Vary the emotional angle (e.g., frustration, hope, ambition, regret, clarity). Avoid buzzwords. Avoid vague promises. Keep it tight, clear, and human.”

More is more. 

Next up: Clarity Over Cleverness

AI works much better if both you and it know who it is —  which role each of you is playing.

The first thing to remember is that you’re the boss. You’re always the boss. To get the most and the best out of an LLM, you have to think and direct as the boss. 

So be the boss.

Here’s an example of a problem that you, the boss might need to solve with the team.

Boss directive:

“We need to win back lapsed customers before Q4. We need to draft some email subject lines to test?”

Then, think of AI as your most promising intern with gallons of coffee at its disposal. Smart, can-do attitude, ridiculously book-smart, quick, literal, and tireless. 

But like any intern, it only performs well with clear direction, including its goals and the structure of how you’re trying to accomplish the task. 

So here’s what the boss directive looks like when you translate it to an effective LLM prompt.

Prompt:

“You are a digital marketing associate at an outdoor gear brand. Craft three email subject lines aimed at previous buyers who haven’t purchased in 6 months. Tone: friendly but urgent. Keep each to 50 characters.”

Give it a role, a goal, and structure. You’re not just asking for ideas. You’re about to unleash the greatest intern. 

Next up: If You Don’t Say It, It Won’t Know

AI can be both the most brilliant teammate or the worst. 

It all comes down to how you talk to it. 

Talk to it? Yes. ChatGPT, Claude, and Gemini are Large Language Models (LLM). They understand language (maybe like humans, maybe not, the jury is still out), or at least, they “work” with language.

Regardless, you gotta talk to it. 

So here is a series on how to talk to AI to get what you want out of it. The common vernacular is “prompt engineering.” 

The theme throughout this mini-tutorial is work and specifically marketing. I’ll walk you through how you can use an LLM (any of the above will work) to do some professional tasks.

Each article will tackle one key principle, paired with a real-world scenario and a prompt for you to use.

Getting what you want is not just about what you ask. It’s about how you ask.

Tomorrow: Roles, Goals, and structure.

With humans, less is more. 

Less description. Less narrative. Less words. 

Less is more because our brains work better with simple. KISS. Simple is more coherent. Simple is easier to understand. Simple reaches more people. Simple is more memorable. 

Humans are limited in both memory and brainpower. 

But the opposite is true for LLM AI. 

AI doesn’t have a memory problem. AI doesn’t have a brainpower problem. But it does have a human problem. It has no context. No story. It’s never been there or done that. It can’t feel. 

Therefore, when prompting, more is better. 

More description. More narrative. More questions. More rambling. More brain dumping. More tangents. More run-on sentences. More interjections. More spurious thoughts. More procedure. More steps. More rules. More words.

When asking an LLM AI to help you, more is more.