The New Power Skill: Prompting AI

Generative AI has completely disrupted business operations, bringing speed and simplicity to everyday tasks. You can use tools like ChatGPT, Claude, and other AI assistants embedded within platforms to draft copy, automate a process, design a brochure, or create an illustration. 

But as any engineer will tell you, the output you receive from a digital system is only as good as the input you provide. And with generative AI tools, writing effective prompts is how to provide the right information and get the desired result. 

In many ways, prompting for AI requires overcoming many of the communication challenges people already face in the workplace. In both cases, vague instructions create confusion and missing context leads to poor outcomes, while clear expectations and sufficient context improve results.

This blog explores how prompting and communicating are similar, some common mistakes people make when interacting with AI tools, and how tried and true communication principles can help create stronger collaboration between humans and machines.

The Communication Skills Behind Better AI Results

Talking to robots may not be on your resume, but essentially, that’s what you’re doing when you use generative AI tools. This skill is becoming increasingly valuable: 

• In marketing and content creation, strong prompts help teams generate campaigns and creative assets that align with brand voice and audience expectations. 

• In customer service and support, prompting AI effectively requires clarity, empathy, and emotional awareness to ensure responses feel accurate and helpful, rather than robotic or disconnected.

• Analysts, educators, consultants, project managers, and knowledge workers use AI tools to summarize information, generate ideas, organize research, and streamline workflows. 

As AI becomes embedded into everyday work, the ability to communicate clearly with systems will be just as important as communicating clearly with people.

AI Responds the Way People Do

Surprisingly, prompting has more in common with everyday human communication than it does with programming. The same habits that lead to misunderstandings in conversations with humans also lead to weak or unusable generative AI outputs.

Imagine you provide your manager with a PowerPoint deck, and all she says is, “Make this better.” What defines “better”? Does she mean shorter? More persuasive? More visually appealing? The instructions are vague. Whatever changes you make, they probably won’t meet her expectations. 

The same thing happens when you use generative AI tools. If your prompt simply reads, “Write something about marketing,” it lacks direction about audience, purpose, format, tone, and goals. Your AI assistant may produce an answer, but it probably won’t be what you were hoping for.

Common Prompting Mistakes to Avoid

Many of the frustrations people experience with AI mirror real-world communication problems. Below are some common prompting pitfalls:

• Lack of clarity: Vague prompts produce vague results. Without specificity, AI defaults to broad, generic responses that often feel shallow or uninspired.

• Not enough context: AI performs best when it understands the situation surrounding the request. Missing details about audience, tone, purpose, or constraints can lead to outputs that technically answer the prompt but miss the real objective. Much like workplace communication, prompts often fail when they assume shared understanding that doesn’t actually exist.

• Too much information: Long, overly detailed prompts can bury the main objective beneath unnecessary complexity, making it harder for AI to identify what matters most. Effective prompting requires balancing helpful context with clear prioritization.

• Expecting AI to read your mind: In human-to-human communication, misunderstandings arise when someone expects the other person to “just know” what they mean. It’s the same with AI: if something matters, you have to say so! 

  
  

Ultimately, better prompting comes down to the same principles that improve human communication: clarity, context, focus, and intentionality.

Tips for Writing Strong Prompts

So, what comprises a strong AI prompt? Here are a few best practices:

• Use the ‘Who, What, Why’ framework: Many of the same frameworks used in professional communication also improve prompting. One of the simplest ways to strengthen a prompt is to define three things clearly: Who is the audience? What is the task? Why does it matter?

• Set guardrails. For example, if you’d like help writing a blog post, specify the length, format, audience, and any functional requirements. Don’t ask AI to “Write a blog” on a topic. Ask it to “Write a 600-word blog with a descriptive title, three sections with punchy subheads, and a strong call to action at the end.” 

• Include examples. AI responds more accurately when it has patterns or references to follow. Most AI tools allow you to attach templates or examples to the query. 

• Specify the desired outcome: Effective prompts define what success looks like. Instead of leaving the objective open-ended, tell AI how you’d like the output to resonate with readers. Examples include “persuasive”, “concise” “tongue-in-cheek”, “SEO-focused”, or  “executive-friendly.”

  
  

Let’s look at an example. Say you want AI’s help with writing a product launch announcement. Your AI tool will need to understand the purpose of the announcement, the audience, and how the new offering fits into your company’s product roadmap. Tone will also be critical, and you should probably instruct your AI tool who to quote in the release.

A thorough prompt that gets solid results may look like this:

“Write a non-technical announcement about our upcoming product launch aimed at C-level management. The tone should be inspiring and professional. Please quote our CEO about how this announcement is the first in a series of product roadmap developments. I’m attaching the product overview.”

With this level of information, you’re much more likely to get a solid draft that you can refine and polish. You’ll save time because you won’t have to fill in so many gaps.

Finally, don’t expect perfection from the first prompt. AI is a tool you can use to improve and accelerate your writing projects, but human interaction is essential to producing polished output. Talk to AI like you would an assistant editor – and refine, clarify, or adjust what you say to get better results.

Be Aware of AI’s Limitations

While AI can generate human-like responses that can fool the most critical editor, it doesn’t – and probably never will – truly understand the human experience. 

AI recognizes patterns in language, but it can’t fully grasp cultural context, emotional sensitivity, or interpersonal dynamics the way humans can. That’s why you may notice that AI-generated responses often miss subtle nuances or handle sensitive topics awkwardly. Human judgement is still necessary for recognizing when empathy or diplomacy is appropriate.

And, although they’re improving, AI tools still hallucinate, especially when the requests are complex or technical in nature. Bias and misinformation in AI outputs can still emerge. Ultimately, people need to fact-check and review AI outputs critically to ensure they align with ethical, professional, and cultural expectations.

AI Works Best with Human Guidance

Writing effective prompts for AI isn’t magic – but it does require strong communication skills similar to those you use everyday with your “human” co-workers. You have to be able to express intent clearly and provide all of the details AI needs to do its job – and if you don’t get the right answer immediately, you may need to negotiate a better one. 

AI is an effective and efficient assistant, but only when it has the right guidance. Strong outputs come from iteration, editing, and human feedback. As AI becomes increasingly embedded into our professional workflows, those who benefit most will combine AI capabilities with strong human communication and oversight. 

Contact Envision Technology Marketing Group (ETMG) today to explore how better communication—human and AI—can elevate your marketing and your message.