Most people use ChatGPT like a search engine and wonder why the answers are so generic. The problem is not the AI — it is the prompt. Prompt engineering is the specific skill of asking AI tools precisely enough to get precisely useful output. Jones Mangoh teaches this from 5 years of applying AI tools to real UAE business work — not from reading articles about it.
Most people open ChatGPT and type something like: “Write me a homepage for my business.” The AI produces something generic. They edit it for an hour, get frustrated, and conclude that AI is not useful for serious work. That conclusion is wrong. The prompt was the problem.
An AI model has no idea what your business is, who your customers are, what tone your brand uses, what city you are in, what your competitors say, or what outcome you need from the homepage. A vague prompt produces a vague answer — every time, without exception. It is not a limitation of the technology. It is a limitation of the input.
Prompt engineering is the skill of giving the AI enough specific context that the output is actually useful. It is not magic. It is not knowing secret commands. It is structured, precise asking — the same skill that makes a good brief to a copywriter or a good specification to a developer.
Jones uses AI tools daily in COPYDNA’s work — writing copy drafts, researching UAE markets, generating content outlines, summarising research. The prompts he uses are not random. They follow a specific structure built from 5 years of working out what actually produces good output versus what wastes time.
The same request. The same AI. Two very different results.
The course teaches you to write the second type of prompt — for any task, any business, any UAE context. Every module builds one more layer of that structure.
Every module includes the actual prompt structure taught in that module — not a screenshot, not a description. Text you can read, understand, and apply immediately.
You do not need to understand the maths behind large language models. But understanding what they are doing — predicting the most statistically likely next word given your input — explains exactly why vague prompts produce generic output. This module gives you the mental model that makes everything else in the course intuitive rather than arbitrary.
Every effective prompt has five components: Role (who the AI is), Context (what situation we are in), Task (what specifically you need), Format (how you want the output), and Constraints (what to avoid). This module teaches each component, why it matters, and how leaving any one of them out reduces the quality of the output. You write ten prompts by the end of this module using this structure.
Most people start a fresh conversation with the AI every time and retype all their context from scratch. System prompts are the background instructions you set once that apply to everything that follows. This module covers building a system prompt for your specific business, your writing voice, and your UAE market context — so you stop re-explaining who you are every single session.
One long prompt asking the AI to do ten things at once produces confused output. Chaining is the practice of using the output of one prompt as the input to the next — research first, then structure, then write, then refine. This module covers the four-step chain Jones uses for content that consistently needs less editing: Research prompt → Structure prompt → Draft prompt → Refinement prompt.
Generic AI prompts produce generic global output. This module covers the specific context layers that make AI output work for the UAE market — the WhatsApp-first CTA structure, the multilingual buyer consideration (when to instruct the AI to write for Arabic-speaking vs English-speaking UAE audiences), and the vocabulary that lands in UAE B2B versus the vocabulary that signals a Western template. Every exercise uses a real UAE business type.
The output came back wrong. Most people retype something similar and hope for a different result. This module teaches the diagnostic process — reading bad AI output and working backwards to identify the specific part of the prompt that caused the problem. Vague task? Missing context? Wrong role? Conflicting constraints? Each failure mode has a specific fix. By the end of this module, you debug your prompts instead of guessing at them.
The fundamental mechanics of how language models respond to input — the role of context, specificity, structure, and constraints — have not changed since the first GPT model was released publicly. ChatGPT 4 versus ChatGPT 5 versus Claude 3 versus Gemini: they all respond better to precise, well-structured prompts than to vague, context-free requests.
The five-component prompt structure, chain prompting, system prompts, and the diagnostic process for fixing bad output — these work across every model, on every platform, and will work on models that have not been released yet. Teaching tool-specific button-clicking would require a new course every six months. Teaching principles means you adapt automatically.
Every module teaches the principle first, then shows it applied in the current versions of ChatGPT and Claude. When those tools update, the principle stays. You update the specific application yourself — and the course covers how to do that.
Specific features — Custom GPTs, Claude Projects, Gemini Gems, the exact interface for setting system prompts — these change with every major update. The course acknowledges this directly. Where a specific tool feature is demonstrated, Jones notes that the underlying technique is the permanent skill and the interface is the current implementation.
UAE-specific AI tools and Arabic language model capabilities are also improving rapidly. What ChatGPT can do with Arabic-language prompts today is meaningfully better than a year ago, and that trajectory will continue. The module on UAE-specific prompting covers both the current capability and the prompting approach that gets the most out of whichever capability is available when you take the course.
Lifetime course access means Jones updates examples when major changes happen. You access those updates at no extra cost. The core modules do not change. The tool-specific demonstrations update when the tools do.
You are already using ChatGPT, Claude, or Gemini in your work. You get results, but they are inconsistent — sometimes useful, often mediocre, always requiring significant editing before they are usable. You have never been shown the systematic approach to prompting. This course fills that gap directly. Most students notice a significant improvement in the quality of their AI output within the first two modules — not because the tools changed, but because the prompts changed.
You understand that AI-generated content needs a human copywriter’s judgment to be actually good. The challenge is using AI as a genuine drafting assistant rather than a source of generic filler you then rewrite from scratch anyway. This course teaches how to write prompts that produce output your voice can actually work with — specific enough to be useful, structured enough to be consistent, and tuned for UAE audiences so the cultural context does not need to be added in editing.
You have opened ChatGPT, produced something underwhelming, and closed it again. Or you use it for simple tasks but have never figured out how to use it for anything more substantial. This course is built around UAE business use cases — writing copy for Dubai companies, generating WhatsApp follow-up messages for UAE leads, researching UAE competitors and market context, summarising supplier proposals. By module three, you have prompts that produce genuinely useful business output rather than generic text you discard.
No schedule, no classroom. Study from anywhere in the UAE or internationally on any device at any time.
Each module has a real prompting exercise using your own UAE business or a business type you choose. You leave with prompts you can actually use — not example prompts from someone else’s situation.
If a prompt produces unexpected output and you are not sure why, send it to Jones. He reads the prompt, identifies the issue, and explains the fix — personally, not via a forum or automated response.
When major AI tools release significant updates that affect how prompting works, Jones updates the relevant modules. All enrolled students access updates automatically.
The course teaches prompt principles that work across ChatGPT, Claude, Gemini, and any other large language model. Examples are demonstrated primarily in ChatGPT because it is the most widely used tool in the UAE right now, but every skill taught is model-agnostic. When you understand the principles, you apply them wherever you are working. The fact that this makes the course more durable than a tool-specific tutorial is intentional.
None. The course starts from what a language model is, explains how it responds to input, and builds from there. The only prerequisite is that you have already created a free account on at least one AI tool (ChatGPT, Claude, or Gemini) — all of which are free to start. The technical module explains enough of the underlying mechanism to make the prompting principles intuitive without requiring any programming knowledge.
Prompt engineering is the skill of writing text inputs that get AI to produce precisely useful output — you are present, you type, the AI responds better because of how you asked. AI automation is connecting AI to systems, workflows, and APIs so things happen without you manually typing anything. A sales follow-up email triggered automatically when someone fills in a form, with AI generating the personalised content — that is automation. Writing a prompt that produces a great first draft of a sales email you then review and send — that is prompt engineering. Both are valuable. COPYDNA teaches them as separate courses because they are genuinely different skills.
The prompt principles taught — role, context, task, format, constraints, chain prompting, system prompts, diagnostic repair — have been consistent across every major model update since the category went mainstream. What changes with tool updates is the specific interface (where to click) and increasingly the capability ceiling (how sophisticated the output can be). The principles that improve your output today improve your output on every future model, because the underlying mechanism — predicting the next token based on context — has not fundamentally changed. Jones updates the course when major changes happen. Enrolled students get those updates.
Ask yourself: when you ask the AI to write something for your UAE business, do you typically use the output directly, or do you spend significant time editing it? If you are spending more than 20 minutes editing a first draft, the prompt produced something too generic. If you regularly get output that is close to what you needed and requires only light editing, your prompting is already reasonably structured. If not — specifically if you find yourself rewriting AI output from scratch — this course will significantly change how productive that tool is for you.
Pricing is available via WhatsApp enquiry. Message Jones with the course name and he will send you the full details — what is included, how to access it, and current pricing. He replies personally within 2 hours during business hours.
“We’d been running for three years on WhatsApp and word of mouth. No website, no proper brand presence. Jones sorted both in under two weeks. Eight weeks after going live, 67 wholesale buyers had contacted us through the site — most of them had never heard of us before that.”
“I didn’t really understand what a copywriter does for a signage company, if I’m honest. But after Jones rewrote our site and how we explain our services, the type of clients calling us changed. Less small walk-in jobs, more proper contracts. The positioning made a real difference.”
“Before Jones built our website, we were completely invisible online. He wrote everything — every page, every service description, the enquiry form. Within two months we had 12 new accounts from companies that found us through Google. That just wouldn’t have happened without it.”
Message Jones on WhatsApp with the course name. He sends you the details — what is included, how to start, what it costs. He replies personally within 2 hours.
100% online · Works with ChatGPT, Claude & Gemini · UAE business examples · Jones replies personally