Someone had been watching Andrew show off what he’d built.
They asked the question everybody asks now.
How long did that take?
Four days.
That’s the answer people want to hear. A few prompts, a long weekend, a product. It’s the story the whole internet is selling.
Andrew gave them the second half of the answer too.
The year.
That second half is this story.
Sounding like everybody
Andrew had spent two years on live calls with founders. By his own count, about 1,900 of them.
People just starting out. People who’d been in business for years.
And the same thing kept coming up.
They’d ask ChatGPT or Claude to write something for their business, and what came back could have been written for anyone.
He’d ask a room about it straight out.
"How many of you have actually tried using ChatGPT or Claude to create content for your business and it came out sounding like shit?"
He was asking because he’d been there too.
"I cursed AI constantly. Just do your goddamn job."
Maybe you’ve been there yourself. You type out what you need, you get back something smooth and confident and empty, and you spend the next hour rewriting it until it sounds like you again.
Andrew’s diagnosis was simple, and it wasn’t the one most people were selling.
The problem wasn’t the prompt.
"You’re automating guesses. You’re automating assumptions. You’re asking AI to assume what your business is. You’re asking AI to assume who your buyer is..."
AI holds the whole internet. The good copy, the bad copy and everything in between. Ask it to write with nothing to go on, and in Andrew’s words, "it just takes the mean of that."
Average in. Average out.
So while everyone else was trading prompts, Andrew went after the thing the prompt was missing.
"...you can have the shittiest prompt in the world and still get good content if you give AI the right content..."
The question was what the right content actually was.
Twenty percent
Most people, asked to describe their offer, describe the product.
What’s in the course. How many calls. What the software does.
Andrew had come to believe that was the smallest part of it.
"...the product details, what it is that you’re delivering, really only makes up about 20% of your offer."
The rest was the buyer. What they’re afraid of. What they want. What keeps them up at night. Then what makes you different from everyone else they could buy from.
So he built a way to pull all of that out of a business and put it in one place.
It started small. On one early client session, he described it as "the build a buyer GPT." A single custom GPT that asked two questions, and lived or died on the answers.
"...the better the quality of input are for those two questions, the better this works."
Then it grew.
One GPT became seven. Andrew called them his AI Conversion Keys. A core key for the foundation. An Intel key for the ideal customer profile, down to the filters you’d use to build a lead list. A Mind key that went so deep into buyer psychology that ChatGPT wouldn’t let him publish some of it.
"ChatGPT won’t let me turn them on to public to show them in the GPT store. It keeps telling me, you violate our terms..."
Then the emotional drivers. The competitive edge. The unique mechanism. The hook.
You’d paste your website into the first one. Then take everything it gave you and paste it into the next. Then the next.
"The new answer, add it to the bottom, copy it, paste it in, you get to the end of the seven."
A traditional buyer persona, the kind most copywriters use, runs to about 25 components.
By the end of the seven keys, Andrew’s document had 126.
He called it the offer doc.
The rules nobody writes down
A document like that doesn’t come out right the first time.
Andrew learned its rules the slow way, and he was blunt about the price.
"...it took me months to figure out, that’ll save you a shit ton of time."
One offer doc per product. Never one for the whole business.
One offer doc per kind of buyer, too. If you sell the same supplement to a 65-year-old grandmother and to a kid fresh out of college, their pain points have nothing in common, and the document has to know that.
And the first key matters most, because everything after it stands on it. Andrew wanted that first answer plain enough that "you could hand to a teenage kid and they would understand what you sell, who you sell it to, and how you deliver it."
Then the document never really finished.
"...this offer doc is a living breathing document..."
He’d feed his sales call transcripts back in next to it and ask what didn’t line up. What was inaccurate. What was new.
He did it to his own offer, too. When his offer wasn’t landing, he went back through those 1,900 calls looking for the common thread, found it, and used it to rebuild his own playbook.
Same method. Applied to himself first.
What it did for other people
Andrew shared the offer doc in the communities he worked in.
Some of the feedback was short.

Some of it wasn’t.
Terry Chenowith posted in the community for everyone to see, addressed to Jay Feldman "and everyone else."

Look at that list.
ICPs. Emails. Texts. Social posts. Websites. Funnels. Buyer personas. Video sales letters.
One document, and Terry was building nearly everything else on top of it.
"...cutting my website building time in half, and the number of revisions needed is almost zero."
Six months of research by a team of four to eight marketers, as he put it, done in two hours.
And there’s one line in Terry’s post worth holding on to.
"This tool should be a High Ticket offer we sell..."
Terry wasn’t just using the method.
He was telling Andrew it was a product.
The part that wasn’t four days
Andrew already knew.
On stage in Miami, in front of a room of founders, he laid out how long he’d been carrying it.
"I spent the last like year, honestly dreaming about this. And then the last six months trying to code it, the last four months coming up with partners that can actually make this dream come true."
A year dreaming. Six months trying to build it. Four more finding the people who could.
That last part mattered. Andrew is not a developer, and he didn’t pretend to be. He told the same room why he brings in the people he does.
"Recognizing that there’s certain things that I’m really fucking good at, certain shit that I’m not, is what has allowed me to actually get a lot of leverage."
There was another worry, the one every expert with a method eventually has.
If you teach people exactly how you do it, why would they ever need you?
"I used to be worried about that, right? What if I teach too much. And then they can just go and do it themselves."
Andrew’s answer was to give the whole method away.
That day in Miami, he handed the room all seven Conversion Keys for free. The GPTs, the step-by-step, the guide to all 126 components.
Because he’d worked out what software would change.
"I can teach you how to create the offer doc. It’s still going to take you an hour to do it."
And with the software?
"...it’s a click in less than a minute..."
Two versions of the same video
Then he showed the room the difference.
He asked plain ChatGPT for a video sales letter for one founder’s offer, with nothing else to go on, and read out what came back.
"This is typical AI-generated shit, right? This is not a VSL that’s going to actually convert anybody."
Then he took the same VSL structure into his own tool. He didn’t have enough on that founder’s offer yet, so he attached the offer doc for his own offer and ran it there.
Same structure.
The difference was what the AI knew going in.
Access to the software, he told the room, normally cost $5,000.
He gave it to them anyway.
Vibey
That software became Vibey.
"...we’re launching Vibey and stuff, it’s really starting to come together..."
Look at how the product describes itself, and you’ll find Andrew’s year sitting right on the first page.
"Your offer document is the foundation of all your marketing."
The wizard walks you through six steps. Your product and your competitors. Your market. Your power offer. Your buyer persona. Your ideal customer. Your competitive edge.
It tells you to talk instead of type. It tells you the first draft doesn’t have to be perfect. Generate, review, edit, regenerate.
Every one of those is a lesson Andrew had learned by hand.
And then the line that sums up the whole thing:
"Everything else—funnels, copy, brand—builds from this."
Remember what Terry said.
This tool should be a high ticket offer we sell.
Now it was a platform anyone could sign up for. Funnels built from the offer doc. Emails built from the offer doc. Brand guidelines built from the offer doc.
It kept going
The document didn’t stop at Vibey.
Later, when Andrew packaged his methods as AI skills, the seven keys came along, bundled into what he called "the offer MBA, which in and of itself contains the seven AI conversion keys."
Later still, on a client build, he was starting in the same place. Scrape the website, pull in the product, the audience, the pain points, the promise.
"...and then you have it create essentially what I call an offer doc."
A GPT. Seven GPTs. A document with 126 parts. A platform. A skill.
Every time Andrew built something new, it started with the offer doc.
The answer, again
So, how long did it take?
Four days of code.
But those four days stood on a year of calls, a year of rewrites and wrong turns and rules learned the slow way, and a document that people like Terry and Toby had already put to work.
The four days were the part anyone could see.
The year is the part nobody can copy.
