Prompt Like a Pro: ChatGPT Frameworks for Content Creators & Freelancers | Victor Loyiso | Skillshare

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Prompt Like a Pro: ChatGPT Frameworks for Content Creators & Freelancers

teacher avatar Victor Loyiso, Ex-Project Manager, AI Geek, Content Creator

Watch this class and thousands more

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Taught by industry leaders & working professionals
Topics include illustration, design, photography, and more

Watch this class and thousands more

Get unlimited access to every class
Taught by industry leaders & working professionals
Topics include illustration, design, photography, and more

Lessons in This Class

    • 1.

      Course Introduction

      1:39

    • 2.

      Class Project

      3:07

    • 3.

      Lesson 1 How to Think Like a Prompt Designer (Not 1

      3:53

    • 4.

      Lesson 2: The R.A.I.L. Framework (How Freelancers Get Laser-Focused Results)

      2:44

    • 5.

      Lesson 3: The C.O.R.E. Framework (How Bloggers Get Deep, Context-Rich Outputs)

      3:09

    • 6.

      Lesson 4: The S.C.E.N.E. Framework (For Emotional, Story-Driven AI Content)

      3:22

    • 7.

      Lesson 5: The P.A.S. Framework (Write Attention-Grabbing Prompts in Seconds)

      2:45

    • 8.

      Lesson 6: The V.I.B.E. Framework (Get ChatGPT to Match Your Brand Personality)

      3:28

    • 9.

      Lesson 7: The P.R.O.M.P.T. Framework (For Scalable, Repeatable Outputs That Feel Custom)

      3:42

    • 10.

      Lesson 8: The D.A.T.A. Framework (How to Prompt ChatGPT Like a Strategic Analyst)

      3:26

    • 11.

      Lesson 9: The F.L.O.W. Framework (For Consistent, Creative Micro-Content Prompts)

      3:16

    • 12.

      Lesson 10: The B.O.S.S. Framework (Prompt Like a Teacher, Build Like a Creator)

      3:17

    • 13.

      Conclusion

      1:27

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About This Class

Want to get better results from ChatGPT — without writing the same prompt 10 times just to make it sound human?

In this beginner-friendly class, you’ll learn how to prompt like a creative pro using 10 practical, reusable frameworks. Whether you're a YouTuber, blogger, freelancer, course creator, or data analyst, this course gives you the tools to:

  • Write faceless TikTok or YouTube scripts

  • Create SEO blog outlines and captions in seconds

  • Generate ad copy, email hooks, and content calendars

  • Build structured lessons, client briefs, or even research summaries

  • Make ChatGPT match your tone, audience, and goals — every time

Each lesson introduces a new prompting technique using a memorable acronym like RAIL, SCENE, VIBE, PROMPT, and more. You’ll get real-world examples, beginner-friendly breakdowns, and a downloadable cheat sheet to keep forever.

All you need is ChatGPT (free or Pro) and something to take notes with.

By the end of this class, you’ll have your own mini prompt bank, built using techniques that save time and get real results.

Meet Your Teacher

Teacher Profile Image

Victor Loyiso

Ex-Project Manager, AI Geek, Content Creator

Teacher

Hi, Victor here. I'm a UK based Youtuber, Musician and Online Content Creator. I've been active in these spheres over the last decade.

I really enjoy creating digital content from posting videos for my nearly 400k TikTok followers, running and publishing content on my 11k subscriber Youtube channel or writing and producing my own original music in Logic Pro x. I'm also an avid learner, I strive to always learn new skills and techniques to grow and improve my current workflows. 

I'm excited to give back and share with you all I've learned as in independent content creator & musician, growing the accounts mentioned above.

 

See full profile

Level: Beginner

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Transcripts

1. Course Introduction : You've probably used hat GPT before and thought, This isn't quite what I meant. Why does this sound so generic? Okay, this is technically right, but I'd never actually post this. Most beginners ask Chat GPT for help, but forget to give it direction first. So the results feel vague, robotic, or just unusable. I've been there. Back when I first started using AI, I wasted hours rewriting prompts, tweaking the tone, and still feeling like it wasn't quite me. But that all changed once I discovered how to prompt like a creative, not just a user. In this class, I'll walk you through ten simple proven prompting techniques used by real world creatives like YouTubers, bloggers, freelancers, data analysts, coaches, and even course creators to name a few. Each one comes with a memorable acronym so you don't have to overthink it. You'll get frameworks like rail, scene, pass, flow, Oh, all designed to help you get faster, sharper results from hat GPT, meet your tone and voice and create scripts, outlines, hooks, captions, blog posts, emails, whatever you need without starting from scratch. You don't need any fancy software, just chat GPT and somewhere to take notes. I've included a downloadable prompt cheat sheet right here on the class page. If you've got questions during the course, reach out to me anytime here. And if you want to see how I use these prompts in my own business, follow me on YouTube or socials. Links are all in my teacher profile. Alright, let's dive straight in. 2. Class Project: In this class project, you'll create your very own mini prompt bank, a personalized collection of three prompts that you can reuse in your creative work. Each prompt will be based on a different framework from the course, for example, rail, vibe, scene. You'll learn about these as we go along. By the end of the project, you'll have three copy paste ready prompts you can plug straight into ChathPT and you'll fully understand how to use at least three of the techniques taught in this class. Your task choose three frameworks from the course that best match your work or interests. For example, rail for freelancing, flow for Instagram, call for blogging. Create one original Chat GPT prompt for each framework. Follow the format shown in class and tailor it to your own creative situation. Test your prompts in Chat GPT and tweak them if needed. Post your three prompts in the project gallery with a short note on what each prompt is for what framework you used, and, of course, one insight or result you got from testing it. Here's an example project submission. Prompt one framework Rail. You are a freelance brand designer. Write three website tagline options for a skincare brand that's targeting GenZ. Keep each tagline under ten words. So you're saying who it's for. My freelance portfolio project. Result, I got three solid lines, one of which I ended up using. Insight, adding the word count limit made the suggestions much tighter. Prompt two framework scene, write a 32nd Tik Tok hook using scene. The story is about how I made my first $500 online with no followers. Keep it emotional but fast paced. Four, my new Tik Tok channel. Result, Chap chPT gave me a strong opening line that I adapted into a script. Insight, focusing on one moment made it feel real. Prompt three framework, flow. Create a tweet using flow. Format, one liner. Language, UK English. No fluff. Objective, share an AI tip that get likes. Writing style, punchy, clever. For my Twitter page. Result, I got more engagement than usual. Insight, the clarity of Objective really helped shape the tone. Tools you can use, hat CPT, free or P. Notes app, Google Docs, Notion, anywhere you like writing. The downloadable prompt cheat sheet will be available in the course page that I have prepared. Few quick tips for success. Don't worry about making it perfect. This is about learning by doing. Use your own work, client tasks, content ideas, blog drafts, anything goes. Keep your tone natural. These are prompts you'll actually want to use. Again, if you get stuck, go back to the lesson where that framework was introduced. Sound good, right. Let's move on. 3. Lesson 1 How to Think Like a Prompt Designer (Not 1: Lesson one, how to think like a prompt designer, not just a user. Most people treat Chat HPT like Google. They jump in, type a question, and then hit Enter. Then they stare at the screen like, why is this so basic? That's because they're using hathPT not collaborating with it. Prompting isn't about asking questions. It's about giving direction. Think of hathPT like a new intern. It's insanely fast. It never gets tired, but it's also clueless until you tell it who it is, what you want, how you want it, and why. The better the instructions, the better the output. That's the entire game. The beginner trap. Vague inputs equal vague outputs. A lot of beginners will say things like, write a YouTube script for me or give me ten Tik Tok ideas. What they get back is technically correct, but creatively dead because the prompt had no tone, no audience, no example, no brand personality. Essentially, hatchiPT had nothing to work with. The trick is to stop treating Chat Chipt like a vending machine and start treating it like a creative partner who needs a before we dive into the frameworks and acronyms in later lessons, let's simplify everything down to one key idea. Every good prompt should include these four things. Who is Chat Chipt in this scenario? Are they a YouTube script writer, a freelance copywriter, a data coach? What do you want it to create? You need to be specific. Ten ideas, three paragraphs, one short email, not just help me with marketing. How should it sound or feel? Should it be casual, expert, sarcastic, jenzy, persuasive, emotional? You get to pick. Why are you asking this in the first place? Give context. Is it for a client pitch, a new Instagram post, your next Skillshare course? If you just follow these four, who, what, how? Why? You outputs will instantly fell ten times smarter. Here's a side by side so you can see this in action. Example one, this is a basic prompt. Give me a script for a YouTube video about Canva tips. Output. Generic advice. It's got to feel AI written. Probably starts with, Hey, guys, welcome to my channel. Here's example two, which is a creative prompt, using the who, what, how and why technique. You're a faceless content creator who makes fast paced beginner friendly YouTube videos for freelancers. Write a 92nd script for a YouTube short about three Canva tricks that save time. Use a conversational tone and jump straight into the tips. Output. This gonna be snappy, watchable, reusable, the kind of script that feels like you actually wrote it. Chachi Pit is a mirror, not a mind reader. That's the real mindset shift I want you to take from this lesson. If you give it a blurry prompt, it reflects back a blurry result. If you give it a crisp, clear, purposeful prompt, it gives you something usable. So before you even touch a keyboard, pause for 5 seconds and think, What do I actually want? Who is it for? What style or format am I aiming for? This mental pause is what separates casual users from prompt designers. Okay, coming up next, now that you've got the foundation, we're going to move fast. In the next few lessons, I'll break down five to ten real prompt techniques that creatives are using right now. Each one comes with a cheat code acronym. Easy to remember and even easier to apply. And by the end, you'll know exactly how to prompt like a pro, whether you write log posts, YouTube scripts or product descriptions. Ready? Let's jump in. 4. Lesson 2: The R.A.I.L. Framework (How Freelancers Get Laser-Focused Results): Lesson two, the rail framework, how freelancers get laser focused results. If you've ever typed something into Chat chPT and ended up with a wall of waffle, this one's for you because the number one issue most people face when prompting, they don't give hachPT a clear track to run on. That's where rail comes in, RAIL. It's a dead simple framework used by freelancers consultants and solo premiers who don't have time to waste. It stands for role, action, input, and limit. Break it down. Roll, tell chat GPT who it's pretending to be. For example, you are a brand strategist. You are an Instagram caption writer. You are a freelance UX copywriter. This sets the tone instantly. It changes how the AI thinks and what style it leans towards. Action. A is for action. So this means be direct about what you wanted to do. Write a cold email, generate five headlines, summarize this post into bullet points. No ambiguity, just straight action, input. Give it something to work with. Here's the product description. This is the paragraph I want rewritten. The topic is AI for ecommerce. Chat GPT isn't magic. It needs fuel. Setting a boundary, time, format, tone, or length. Keep it under 50 words, make it skimmable for LinkedIn. Use a casual tone, structure it like a listic. You're being precise. Example prompt of using the il method. You are a freelance UX copywriter. Right, three CTA buttons for a new budgeting app that helps Jens users save money automatically. Use playful, Genzy friendly language. Each button must be under five words. See how that flows. You're telling it what voice to use, what output you want, what it's working from, what rules to stick to. And the best part, you can reuse this format over and over Again, for blog intros, email subject lines, lending page blurbs, anything. Here's a quick exercise. And this is completely optional. Try this. Pick a small task you'd normally do manually, like writing a caption or brainstorming content. Hooks, rephrase the task using the real structure. Run it through Chat JPT and compare the output to what you'd normally get. You'll probably notice an immediate shift. Less fluff? Me, Oh, wow. I could actually use. Next up, now that we've learned how to guide Chat GPT with the il method. In the next lesson, we'll shift gears and look at how bloggers and long form content creators use the core method. Another acronym that unlocks deeper, more contextual responses. Let's keep going. 5. Lesson 3: The C.O.R.E. Framework (How Bloggers Get Deep, Context-Rich Outputs): Lesson three, the core framework, how bloggers get deep context rich outputs. So now you've seen what happens when you give Chat GPT a clear role and tight guard rails. It focuses. But what if you're working on something bigger, like a blog article, a newsletter or a script? Something that needs flow, depth, and strategy. That's where the core method comes. CORE. This is the go to framework for bloggers, SO writers, and creators who want hat GPT to feel like a smart assistant, not a content factory. So what does Cur stand for? Context, objective, request, example. Let's break it down. C, C stands for context. Tell hat GPT. Oh, you are, what you're working on and what the broader topic is. For example, I run a productivity blog for freelancers. This is part of a weekly newsletter about side hustles. I'm building a personal brand around AI content creation. Context is everything. Without it, the output is just generic noise. Oh, stands for objective. What are you trying to achieve with this content? I want to rank on Google for the keyword freelance email templates, for example. Or you could say, I want to teach beginners how to use Canva. You could even say this article needs to build trust before the sales pitch. Objectives guide tone, structure, and format and help the AI write with a purpose. And finally, stands for request. Now, ask for write me an outline for a 1,000 word blog post. Generate three email subject lines. Rewrite this intro to sound more engaging. Just like rail, be direct. For example, give it something to match. Here's an example of the style I like. Use a tone similar to insert here. Model it after this sentence structure. Examples help chap GPT and nail the voice. Real world example of the core prompt method. Let's say you're a blogger writing about AI tools. You could say, for example, I run a blog that helps creators use AI tools more efficiently. My goal is to rank on Google for the keyword best AI video generators, write an outline for a 1,000 word blog post comparing three tools. Use a friendly conversational tone similar to HubSpot's blog. You've just positioned yourself, shared your SEO or business goal, asked for a clear deliverable, and set a tone benchmark, perfectly applying the core technique. And now Tap GPT has all the ingredients to actually deliver something usable. Not just generic fluff. Here's a quick pro tip. You can mix the core technique with the rail technique for a more advanced prompting method. If you want Chat GPT to write a section of your blog post, for example, you could drop the context from the core perspective and then give a follow up prompt using the rail techniques to write individual parts like intros, CTAs, and bullet points. Next up now that we've handled blog style prompting, let's flip the script and head into storytelling territory. In Lesson four, we'll explore the scene framework, the secret source behind faceless YouTube scripts, short form TikToks, and emotional storytelling with AI. Let's keep it. 6. Lesson 4: The S.C.E.N.E. Framework (For Emotional, Story-Driven AI Content): Lesson for the scene framework for emotional story driven AI content. So far, we've looked at how to prompt for clarity and structure. Blog posts, lending pages, copy that converts. But what about storytelling? The kind of content that makes people feel something? That's where most AI falls flat. Because without direction, Chat GPT will spit out the same bland once upon a time nonsense. You want drama, tension, pacing, emotion, especially if you're making YouTube hooks, faceless TikTok stories, ad scripts, brand origin stories, et cetera. Is where the scene framework comes in. So exactly does scene stand for? S stands for setting. C stands for character. E stands for emotion, N stands for need, E stands for ending. This framework helps Chat CPT zoom into a moment just like a screenwriter would. Instead of dumping a lifeless summary, let's delve into S, which stands for setting. Drop the viewer right into the scene. For example, it's 2:00 A.M. She's still at the kitchen table. The screen is glowing. He's halfway through his shift at Tesco, checking his phone behind the counter. Instant emerging. No setup, no fluff. Straight there. C, which stands for character. Introduce who we're watching, for example, broke uni student who just discovered TikTok shop or a tired dead trying to start a side hustle before work. Relatable, specific, and human. E. Emotion. What are they feeling at this moment? For example, she's burnt out, but curious. He's frustrated. Nothing he's tried has worked. Emotion is what pulls us in. Make Chachipt spell it out. And for N, what does the character want or need right now? For example, she wants to quit her she's scared. He needs $300 fast to fix his car. This builds tension, and it gives the story forward motion. And finally, E, which stands for ending. What's the resolution? Is it a twist? A call to action. Here's an example. Fast forward seven days just made her first $500 online. He build one faceless AI ad, and it actually works. Don't need a Hollywood ending. You just need a reason to care. Here's a full example prompt using the scene technique. Write a 32nd TikTok story using the scene framework. Make it about a teenager who learns how to use AI voiceovers to make money on Fiber. Zoom into a single night in their bedroom, use emotional, visual language, and end with a cliffhanger. That Chip T will now create something that feels like a moment, not a memo. Why this works so well? Most people ask ThathiPT write a motivational story. Give me a short YouTube hook. Tell me a success story about TikTok Oh, that's fine. But what you get back will feel AI generated. Too general, too flat, zero edge. Seen solves that. Anchors hatchPT in one specific time, place, and person, and lets the emotion drive the message. And yes, you can totally pair this with your rail and co generate entire videos or scripts part by part. Next up, in the next lesson, we'll shift gears again and break down a prompting technique that's used by copywriters and high converting TikTok creators alike. It's called pass, and it's all about writing hooks that grab people by the shirt. And don't let go. A with me so far? Cool. Let's jump 7. Lesson 5: The P.A.S. Framework (Write Attention-Grabbing Prompts in Seconds): Lesson five, the PAS framework. Write attention grabbing prompts in seconds. Let's be honest. Most people scroll fast. Whether it's Tik Tok, YouTube, Instagram, or even a blog, your hook has 3 seconds to work. That's why smart creators use the PAS framework. It's shot for problem, agitate, solution. This isn't new. It's one of the oldest tricks in the copywriters playbook. But what is new is using it inside your chat GPT prompts to write magnetic hooks at scale. Why PAS works. It's simple human psychology. You show the viewer a problem they recognize. You poke at it a little more agitation, then you offer relief or hope the solution. When you plug this into Tat GPT, you basically give it a storytelling skeleton. I can't mess up, prompting Tat GPT with PAS. Let's say you're writing a TikTok hook for a Shopify drop shipping tutorial. Instead of saying write a TikTok hook about starting Shopify, you say, use the PAS framework to write a seven second TikTok hook. Target beginners who are overwhelmed by product research sound like a relatable big brother who's done it before. Boom. Now, Chat GPT understands who the audience is, what the pain point is, what emotional tone to take, and how to structure the message. Here's an example output that you'd like to get from that prompt. Still scrolling Tik Tok, looking for a winning. Yeah, I did that for six months. Here's the ten minute method that finally worked. See how punchy that is? It speaks directly to the pain. It feels human, and it sets up curiosity. PAS is not just for Tik Tok. You can use it everywhere. Email subject lines, tired of ghosted proposals, fix this one line. You can use it with YouTube intros. Most new shopper sellers fail within 90 days. Here's why and how to avoid it. You can use it for Instagram captions. For example, can't get consistent views. This 32nd checklist saved my entire strategy. Here's a quick protip. Combine PAS with tone plus format prompts. The real power move is stacking frameworks. Try prompting like this. Use the PAS framework to write a YouTube intro script. Target creators who feel stuck with AI tools. Keep it under 60 seconds. Use a fast Jens friendly tone. Now Chat GPT knows what structure to use, who to write for, how long to go. And how to sound. That's how you go from mere to magnetic. You good so far? Coming up next. In the next lesson, I'm going to share a prompting technique that blends personality with precision. It's called VIBE, and it's how creators get Chat TPT to match their voice. Even if they hate writing, let's keep going. 8. Lesson 6: The V.I.B.E. Framework (Get ChatGPT to Match Your Brand Personality): Lesson six, the vibe framework. Get ChaiPT to match your brand personality. You know that moment when ChachiPT gives you something that's technically right, but sounds like it was written by a high school debate team. Yeah, that. One of the most frustrating parts of using AI is getting it to sound like you or your brand. You want it to hit the right tone, you want it to feel authentic, show some personality, without it sounding like it was copy pasted from a legal document. That's where vibe comes in. It's a framework used by creators, coaches, social media managers, and anyone writing with a voice. What does vibe stand for? V stands for. Voice. I stands for intention, B stands for brand, and E stands for emotion. This is how you train Chat ChiPT to stop sounding like a robot and start sounding like you, your brand, or your audience. V stands for voice, right? So who's speaking? What tone do you want? Write like a sarcastic millennial who's done with Hustle culture. Use the voice of a confident gens creator. Make it feel like it was said in a voice note to a friend. Voice is the vibe in your vibe, so be specific. I, intention. What's the purpose of this piece of content, for example. Get someone to save the posts, to make them feel seen or to break down a complex idea in simple terms. If Chat ChiPT doesn't know why you're creating this, it won't know how to deliver it. B stands for brand. Who are you speaking to or on behalf of, for example, a minimalist productivity YouTuber, a playful CEO, a playful ecoskincare brand, or a high end freelance designer for tech startups. Emotion. The brand gives context to the vocabulary, tone, and visuals. E stands for emotion. What should the reader viewer feel inspired, provoked, seen, reassured, excited to take action? This one is huge. If you skip emotion, you'll end up with generic content that gets ignored. Here's a full example prompt using the vibe technique. Write Instagram caption using the vibe framework. Voice needs to be honest, no fluff content creator, an honest no fluff content creator who teaches beginners how to use AI. Intention encourage people to stop overthinking and just start prompting. Brand solo creator building a faceless content empire. Emotion, empowerment and clarity. So the output might sound something like stop asking if your prompt is good enough. You'll learn more in 5 minutes of trying than 5 hours of googling. The only bad prompt is the one you didn't write. Let's go. Minimal edits needed. Posts like this feel natural, punchy, and brand aligned because you gave Chat GPT the vibe to match. Vibe plus plus equals can even blend this framework with something like PAS for conversion. Focused content with personality. For example, use PAS to write a TikTok hook for creators who overthink AI. Use the vibe framework of a bold older sibling giving tough love. Keep it emotional and real, not corporate. That's how you give Chachi PT bold structure and up next. In the next lesson, we're going to step it up with a more advanced framework used by marketers, agencies, and pros who need repeatable output. Fast, it's called prompt as in PROMPT. Yes, really. It's like giving TahiPT your entire brief in one go. Ready? Let's 9. Lesson 7: The P.R.O.M.P.T. Framework (For Scalable, Repeatable Outputs That Feel Custom): Lesson seven, the prompt framework for scalable, repeatable outputs that feel custom. Okay, we're deep into the game now. By this point, you've got a solid toolkit. You know how to guide tone with vibe, structure stories with SCENE and create emotional hooks with PAS. What if you're doing this at scale, Running an agency, writing daily Linked in post, creating ten product descriptions in one go, or testing content across multiple brands? You need something repeatable. That gives Tat GPT the full brief every single time without missing anything important. The prompt framework was built for PROM PT. The P stands for purpose, the R stands for role, the O stands for output, the M stands for method, P stands for parameters, T stands for tone. Once you get the hang of it, this is the blueprint you'll reuse again and again, especially for client work and batch content. So let's break it down, starting with the P, which stands for purpose. Why are you creating this piece of content? For example, you could say to explain how to use AI for Tik Tok ads or to teach new Shopify sellers about product descriptions or to rank on Google for top freelancing tools. Purpose gives direction. It also helps Chat GPT to choose the right format and style. Let's move on to R, which is out what is Chat GPT pretending to be? You could say you're a senior SEO content writer, a direct response email marketer or TikTok script code for Faceless creators. This sets the level of expertise and voice. Oh, stands for output. What exactly do you want back? For example, you could say a blog post outline, three twit hooks, a 62nd YouTube intro script. The more specific you are, the better the output. What about M, which stands for method? Is there a preferred structure, framework or reference you want to follow? For example, use the pass formula PAS, structure it like a redid post or follow the ider copywriting format. Think of this as your chosen. Approach. What about parameters? Think about length, formatting or any must include elements like keep under 150 words, use bullet points, include a call to action, to book a call, something along those lines. This stops ChahPT from wandering or rumbling. T, which stands for tone. Here, you want to think about the kind of voice or vibe that you want. Energetic and conversational, direct, confident, slightly cheeky, educational, but warm, et cetera. Just like with vibe, the tone makes or breaks the output. Okay. A full example prompt using the prompt technique. The purpose of the prompt is to educate new freelancers on how to write client proposal, roll you're a senior copywriter who mentors beginners, output a three part Instagram carausalFll of the storytelling format, parameters, each part must fit into a single slide, maximum 40 words, tone reassuring and straight talking like a big sibling giving advice. This is the kind of prompt that turns hatchiPT into an actual teammate. Not at all. When to use prompt, client content briefs, long format repurposing, social media series, outreach emails, lead magnets, ad scripts, even full course creation. You're essentially giving ChatCPT a creative brief that rivals what a strategist would hand to a junior writer. Here's a quick bonus tip. Save it as a template. Whenever you find yourself typing the same thing to Chat GPT over and over, just drop it into a prompt template like this. Purpose, role, output, method, parameters, and tone. Then you can just use it over and over again or even ask ChatPT to fill them in for you based on your goals. We're in the home stretch in the next lesson, data mode with a framework used by analysts and growth marketers. It helps you turn numbers into insights without needing a spreadsheet brain. Let's keep going. Okay. 10. Lesson 8: The D.A.T.A. Framework (How to Prompt ChatGPT Like a Strategic Analyst): Lesson eight, the data framework, how to prompt hat CPT like a strategic analyst. Not every creative works with words. Sometimes we're working with numbers, patterns, or performance data, and the challenge becomes, how do I make sense of this without falling asleep? How do I turn this into a decision, not just a stat. How do I ask Chat CPT for insights, not just summaries. That's where the data framework Whether you're reviewing Shopify sales, looking at YouTube, retention graphs, summarizing survey results, or brainstorming growth tests. This framework helps you speak to hatiPT in analyst mode, even if you don't consider yourself a data person. But what exactly does data stand for? The D stands for define. The A stands for ask, the T stands for translate and the A at the end stands for this helps you go beyond explain this data and actually turn insights into action. D, let's start with D, which is for defined. Tell Chat TPT what the data is and what it's about. For example, here's a table of my ED spend and sales from the last 30 days or here's a breakdown of YouTube views by traffic source. Or these are survey responses from 100 Tik Tok shop affiliates. Context is everything, even when working with numbers. Let's move on to A, which stands for ask. Give it something specific to look for. What trends or outliers do you notice? Or what's performing above or below or even, what insights could I use in my next campaign? Don't just show the data, guide the analysis. Let's move on to which is for translate. Ask CatCPT to convert the findings into plain English. For example, explain this in simple terms for a client who's not technical or summarize key takeaways in three bullet points or even turn this into a voiceover script for a video update. This is especially useful if you need to present findings later. What about A, which is for analyze? Now, ask TAPT to give you recommendations. Like, what three tests would you run next? Or based on this, what should I stop start? In. What's a hypothesis I could form from this? This step turns data into action, and this is where the real value is. Here's a full example of using the data technique. You could say here's a breakdown of TikTok video performance over the past 14 days, views, likes, click through rate, watch time, et cetera. Define what the data is showing. Ask two questions I should be thinking about. Translate it into plain English, I could explain to a brand ambassador. Analyze what to test next in my next five videos. What you've done there is simulate a strategist, when to use data, reviewing ad campaigns, recapping client performance, auditing your own content, exploring test ideas, identifying trends before competitors do. You don't need a dashboard. You just need the right prompt lens. Here's a quick bonus data plus visual tools. If you're working with actual charts, graphs, or spreadsheets, you can also copy and paste the raw table into hatchPT handles tables pretty well. Or you could ask hATTPT to help you design a dashboard with the right key performance indicators. Like having a junior analyst on tap, one that never complains and always gives you a second opinion. Cool. Next up in the next lesson, we'll go back to creators and personal Brand Builders with a storytelling prompt that's perfect for Instagram captions, tweets or microcontent. It's called flow, and it helps you keep your voice consistent while creating faster. Ready? 11. Lesson 9: The F.L.O.W. Framework (For Consistent, Creative Micro-Content Prompts): Lesson nine, the flow framework for consistent, creative micro content prompts. Keeping your content consistent is hard when you post and across multiple platforms every week. One day you post sounds bold and brilliant. The next day, it reads like ChaiPTGt lazy. And worst of all, you start sounding like everyone else. That's where the flow framework comes in. It's how personal brands, social media managers, and busy creators standardize their output while still sounding uniquely themselves. So what does flow stand for exactly? Let's break it down. The F stands for format, the L stands for language, the O stands for objective, and the W stands for writing style. Gives Chat GPT boundaries to stay inside, so every caption, script or tweet feels aligned with your brand. Even when you're bet creating ten at once. Let's start with F format. Think about what type of content this is. You could say, write a 62nd YouTube short. Give me a three part Instagram carousel. I need a LinkedIn post with a hook and a call to action. Tweet thread with five parts. Clarity on format helps Chat chPT structure your content correctly from the jump language. There specific words, phrases or slang you want to include or avoid? For example, you could say use UK English, include creator slang like low key, build in public and faceless brand, avoid overly corporate language. Language helps lock in voice consistency, especially across platforms. Oh, objective. What's the goal of the post? Is it to drive saves and shares, to build credibility with Shopify sellers, to encourage engagement in the comments, to generate curiosity that leads to a link click. Every great piece of microcontent has one job. Tell Chat GPT what that job is exactly. And finally, W, which is writing style. Out whether you want this to be short, punchy, descriptive, poetic, casual, which is it. For example, you could say write like a voice note to a friend, sharp, clear, and slightly sarcastic, minimalist, elegant, and rhythmic, energetic and educational. This keeps your post readable and scroll stopping. Okay, here's a full example prompt. Using the flow framework, write Instagram caption format, single paragraph post with call to action, language, UK English, include creator slang, objective, build trust with beginners trying AI tools, writing style, punchy, and pathetic, and no fluff. Output might look like still scared to mess up a ChatPT prompt. Low key, we all were, but here's Bad prompts teach you faster than perfect ones. Try it, break it, learn it. Drop your favorite AI tip in the comments. That's the power of flow. Consistent voice, clear format, and messaging that actually lands. Quick Pro tip. Use flow to review your own posts, not just prompting. You can also use it to audit your content. You could ask Chat GPT, review this Instagram caption using the flow framework. Tell me what's off and suggest a better version. It's like having a personal editor that never clocks out. Up next in our final framework lesson, we're wrapping up with one made specifically for teachers, course creators, and structured thinkers. It's called boss, and it's how you prompt for outlines, learning plans, and any kind of teaching content. Even if you've never taught before. Let's close 12. Lesson 10: The B.O.S.S. Framework (Prompt Like a Teacher, Build Like a Creator): Lesson ten, the boss framework, prompt like a teacher, built like a creator. If you've ever thought, I've got all these ideas, but I don't know how to structure them, this one is for you. Whether you're creating a course, recording an educational YouTube series, writing a lead magnet, or even building a tweet thread with teaching value, you need a way to organize your thinking fast. That's where the boss framework comes in. It's how educators, coaches, and even agency founders prompt Chat chPT to help them teach clearly and consistently. So what exactly does boss stand for? Well, B stands for background, O stands for objective S stands for style, and the final S stands for structure. It's a plug and play way to turn your ideas into lessons, outlines, guides, or step by step tutorials, even if you're building as you go. Let's start with B, which stands for background. Think about giving Chat GPT context. For example, who are you? Who's this for? Why does it matter? You could say, I'm a content creator, teaching Shopee sellers how to write better product descriptions, or you could say, This is for beginners who never used Chat chPT before. I want to simplify the learning process without dumbing it down. This equals audience plus intent. O, which is objective. What do you want the student or reader to achieve by the end? For example, they should understand how to create a lending page with AI. Oh, they should be able to write their first sales email. You could even say they should walk away with a five step content plan. This keeps the content focused and actionable. S stands for style. How should the content feel? Keep it friendly, like a big sibling, walking them through it. Use bullet points and examples, avoid could explain it like they're smart but busy. This tells Chat CPT how to teach, not just what to say. When you're thinking about S, which is for structure, you want to think about what format should the content follow. You could say, give me a three part lesson outline, list the steps like a checklist, break it into in through body, summary, write FAQ with five questions. Structure helps ChatPT stay clear, especially when building teaching content using the boss technique. Using the boss framework help me create a Skillshare minicurse. Background, I teach freelancers how to use AI tools to save time and make money. Objective, students should be able to write their first five prompts for content creation. Style, friendly, clear real world language. Avoid jargon. Structure three lessons plus one class pro just like that, you've got a mini course scuffold that you can flesh out or ask Chachi PT to expand into full scripts and guide. When should you use boss exactly when creating online courses or lesson plans, building workshops or training sessions, turning your expertise into templates, planning educational content calendars, or designing challenges, boot camps, or even live streams. If prompt, was your agency brief, boss is your teacher's whiteboard. With me so far? You good? Okay. Next, we're going to wrap up and look at our final thoughts. That wraps up the ten frameworks. Each one gives you a different angle for talking to Chat GPT, whether you're writing, teaching, selling, storytelling, or strategizing. In the next and final video, we'll bring everything together with a quick recap, next steps, and a personal note from me to you. Let's finish 13. Conclusion : Oh conclusion. Video script, prompt like a pro, final thoughts. Alright, so we've covered a lot. You now have ten prompting frameworks in your back pocket. How do you feel? From writing emotional stories to teaching structured lessons to get in usable results without rewriting the prompt five times like I used to. And here's the key thing I want you to remember. You don't need to be a techie, a writer, or a strategist to get powerful results from Chat GPT. All other AI tools. You just need the right way to ask. These frameworks, rail, core, scene, pass, vibe, prompt data, flow, and boss, they're not just tricks. They're lenses you can use depending on what kind of creative task you're you don't need to memorize all of them right away. Just pick the one that matches your next task and go from there and don't forget. I've created a prompt cheatsheet for you, which I will have linked somewhere within the course profile. It's available to you on the course page as a download. You can copy, tweak, and reuse these formulas anytime you want. Let's also make sure that we stay connected. This class helped you, I'd love to hear about it. Feel free to message me right here. I'll do my best to respond as quickly as my time allows. If you want to see how I use these prompts in real life, you can follow me online. You'll find me on YouTube, Tik Tok, and across all the social Links excited to keep the conversation going. Thank you again for spending your time with me. Go create something brilliant and don't forget to prompt like a pro. See you soon.