How to Build Your First AI Project (Even If You’ve Never Touched Code)
A friendly, step-by-step walkthrough for setting up your own ChatGPT and Claude Projects — with two real stories from people just like you.
Picture this. Every morning, you hire a brand-new assistant. They’re smart, capable, even a little charming — but they remember nothing about you. Not your business, not your voice, not what you talked about yesterday. So before they can help with anything, you spend twenty minutes explaining your whole world to them, again. By the time they’re up to speed, half the morning is gone.
That’s what using ChatGPT or Claude feels like for most beginners. Open a new chat, explain who you are, paste in your brand voice, describe your business, and only then ask your actual question. Do that every day and the tool that was supposed to save you time starts costing you time instead.
There’s a much better way, and it’s called a Project. Think of it as a dedicated notebook that the AI never closes. You set it up once — with your context, your files, your instructions — and every conversation inside it picks up exactly where the last one left off. No re-introductions. No repeating yourself. Just work.
This guide will walk you through building one, step by step, in plain English. We’ll use two real (if lightly disguised) stories to show you what this actually looks like in practice — not in theory.
First, an Important Truth: ChatGPT and Claude Aren’t the Same Tool Wearing Different Clothes
A lot of beginners assume every AI chatbot does the same thing, just with a different logo. It’s a reasonable guess — and it’s wrong. ChatGPT and Claude were built with different strengths, and once you understand what each one is genuinely good at, you’ll stop fighting the tool and start working with it.
ChatGPT: the quick, versatile all-rounder
Best for fast turnarounds, everyday creativity, and juggling lots of small tasks in one sitting.
- Snappy social captions, ads, and brainstorming
- Generating images alongside text
- Searching the web for fresh information
- Coding help and quick troubleshooting
- A huge library of ready-made GPTs for niche tasks
Claude: the deep reader and thoughtful writer
Best for anything that involves long documents, careful reasoning, or a consistent voice across many pages.
- Digesting long reports, contracts, or manuscripts
- Editing and rewriting with a steady, natural tone
- Working through nuanced or sensitive topics carefully
- Turning messy source material into structured outputs
- Holding a large amount of context without losing the thread
Neither tool is “better” overall — they’re built for different kinds of work.
Here’s the simplest way to remember it: if the task is short and snappy, reach for ChatGPT. If the task is long and layered, reach for Claude. Keep that in mind as we build your first Project in each one.
Part One: Building a Project in ChatGPT
Let’s meet our first case study.
Tolu’s Bakery, Lagos
Tolu bakes for a living, not for marketing. Every Sunday night she’d sit down, open ChatGPT, and type out something like “I run a bakery called Sweet Crumbs, we sell cakes and pastries, our tone is warm and playful, can you write me a caption for…” — and then repeat that same paragraph three more times that week. It worked, but it felt like filling out the same form over and over.
Once she built a Project, that setup paragraph disappeared for good. Now she opens the Project, types “caption for today’s red velvet batch,” and gets something on-brand in seconds.
Start a new Project
In ChatGPT, look for “Projects” in the sidebar and select New Project. Give it a name you’ll actually recognize later — not “Project 1,” but something specific like “Sweet Crumbs Marketing Assistant.”
Write your custom instructions once
This is the part that saves you all that repeating. Tell it who you are, what you need, and how you want it to sound.
Add anything it should always know
Upload a price list, a photo of your menu, or a short brand description if you have one. This becomes background knowledge the Project can refer back to, so you never have to paste it in again.
Start working — for real this time
Now just ask for what you need, in plain language. “Write a caption for today’s red velvet batch.” “Draft a WhatsApp message announcing weekend orders are open.” No preamble required.
Refine the instructions as you go
The first draft of your instructions won’t be perfect, and that’s fine. If a caption comes back too formal, go back into the Project settings and add a line: “Never use the word ‘delightful,’ it doesn’t sound like me.” It gets sharper every week.
— Tolu, three weeks into using her Project
Part Two: Building a Project in Claude
Now let’s meet our second case study — a very different kind of workload.
Grace, Independent Consultant
Grace’s problem wasn’t short bursts of writing — it was volume. Every client engagement ended with a 30-to-40-page research document that needed to become a punchy, readable 6-page summary a busy client would actually finish. She’d tried doing this in ChatGPT, but kept running into the same issue: halfway through a long document, the tool would lose track of details from the early pages.
Claude changed that. Its ability to hold an entire long document in mind — not just skim the recent bits — meant Grace could upload the full report and trust that the summary actually reflected all of it, not just the last few pages she’d pasted in.
Create your Project
In Claude, click Projects, then Create Project. Grace named hers “Client Report Summarizer” — simple, and instantly clear six months from now.
Set the project’s instructions
Upload the source document
Drop the full report into the Project’s knowledge. This is where Claude’s strength really shows — it can work with the entire document at once, not just fragments of it.
Ask it to work in stages
Rather than asking for everything at once, Grace asks in steps: first “summarize the key findings,” then “now identify what this means for the client,” then “now draft the recommendations section.” Each answer builds on the last, and she can course-correct along the way.
Read it like an editor, not a typist
The draft Claude produces is a strong starting point, not a finished product. Grace’s job shifts from writing every sentence to reading critically — trimming what’s off, sharpening what’s vague, and making sure it still sounds like her.
— Grace, on her first month with a Claude Project
So Which One Should You Reach For?
Most people who use AI well don’t pick a favorite — they keep both within reach and choose based on the job in front of them. Here’s a simple way to decide:
| If you need to… | Reach for | Why |
|---|---|---|
| Write a quick social caption or ad | ChatGPT | Fast, casual, great at short creative bursts |
| Summarize a 30-page report | Claude | Holds long documents in mind without losing detail |
| Generate an image to go with a post | ChatGPT | Built-in image generation alongside text |
| Rewrite a manuscript chapter in your voice | Claude | Careful, consistent tone across long-form writing |
| Look up something happening today | ChatGPT | Strong at pulling in current information |
| Work through a sensitive or nuanced document | Claude | Tends toward careful, measured reasoning |
Mistakes Almost Everyone Makes at First
Naming it something forgettable
“New Project” tells you nothing three weeks from now. Name it after what it does.
Cramming every instruction in on day one
You don’t need to think of everything up front. Start simple, then add a line whenever the output misses the mark.
Never updating the instructions
A Project isn’t “set and forget.” As your work changes, your instructions should too.
Accepting the first draft every time
Both Tolu and Grace still edit what comes back. The Project gets you 80% of the way there — your judgment finishes the job.
Treating it like a one-off chat
The whole point of a Project is that it remembers. Keep using the same one for the same kind of work, instead of starting fresh each time.
Your 7-Day Practice Challenge
Reading about this is one thing. Using it is another. Over the next seven days, commit to one small task a day inside your new Project:
- Set up your first Project and write your instructions
- Ask it to draft one email
- Ask it to summarize or outline one document
- Ask it to write one social caption or announcement
- Go back and refine your instructions based on what didn’t land
- Ask it to help you plan something — a week, a launch, a lesson
- Reflect: what would have taken you longest without it?
Here’s the honest truth behind all of this: neither ChatGPT nor Claude is going to replace your judgment, your taste, or the years of experience that make your work yours. What a well-built Project does is smaller and more useful than that — it removes the tedious part of getting started, so you spend your time on the part that actually needs you.
Start with one Project. Use it for a week. You’ll feel the difference before the week is out.
Want to build this live, with guidance?
This walkthrough is part of the Fecund Circle AI Masterclass. Join our WhatsApp Channel for the next free training session and future workshops.
