One of our clients generated over $3M in revenue… and it was orchestrated by a team of 20 AI agents.
Here’s how it actually works:
(and yes this is a real case)
Read this very closely, you could easily copy what we've built and make millions yourself.
Between myself, @Oasiszn, @MitcheIl @andyvincero (go follow them), we’ve collectively written videos with over 2B views. We’ve even won Emmys. We understand what high-performing content looks like.
Most people approach AI writing like this: Open ChatGPT or Claude → type a prompt → accept the output.
That’s exactly why most AI content is terrible.
We took a completely different route.
We built 20 highly specialized agents—each designed to outperform a human in a specific function.
Each agent operates inside Claude Code with its own context, its own role, and a strict quality threshold. We input the brand and product brief, step away, and return to a fully developed, production-ready script.
This system alone has driven over $10M in client revenue through launch videos.
Those videos? Over 50M views. Multiple #1 trending spots on X.
Let me break it down:
The Research Layer (What no team actually does)
Before any writing begins, the system runs a deep research sweep across the internet.
On YouTube:
- 15 keyword searches
- Across 3 time frames: all-time, last 12 months, last 30 days
For each keyword, it identifies the top-performing video (the “ceiling”) and then maps performance downward until there’s a sharp drop-off.
Example: If views fall from 1.5M → 45K, that’s the cutoff.
The top titles reveal the patterns worth replicating.
Most teams might do one quick search on X and call it “research.” This system pulls hundreds of data points, scores them, and filters automatically.
On Reddit:
- Extracts real customer pain points
- Pulls exact phrasing from users
- Identifies viral threads over the past decade
- Surfaces controversy (even downvoted insights)
On X:
- Pulls ~5,000 posts via API
- Sorts by engagement
- Uses the same ceiling/floor logic
High quote-to-like ratios signal debate → which means emotional tension → which means usable content.
Everything from this phase gets stored and passed forward as input for the writing agents.
The Writing System
This is where it diverges from every other tool.
Most AI tools rely on a single agent to write everything.
That’s like expecting one person to handle research, writing, editing, fact-checking, and creative direction all at once.
It doesn’t work.
Instead, we run specialized agents in sequence. Each has one job.
Hook Agent:
- Generates 4 hooks using data from a database of proven high-performing hooks
- Each hook goes through at least 3 iterations
- Weaknesses are diagnosed before rewriting
Then the Hook Manager evaluates each version across 5 criteria.
Every score must hit 10/10.
If it doesn’t → it gets sent back and rewritten.
Nothing progresses until it clears that standard.
This same structure applies to every part of the script—body, transitions, CTA. Each agent is accountable, and each has oversight.
The “Weapons Check”
This is the core principle behind the system.
Every line is evaluated on two separate dimensions:
- Invention Novelty → Does this make the product feel like a breakthrough?
- Copy Intensity → Does it create an emotional reaction, not just understanding?
Both must score perfectly.
A strong idea with weak delivery fails. Strong writing about a weak idea fails.
If a line doesn’t meet the bar, it gets rewritten. If it has no potential, it gets removed entirely.
There are strict character limits enforced across the script.
Every line has to justify its existence.
This is why our scripts feel different.
Most launch videos have a few strong moments surrounded by filler.
Ours don’t.
The Final Output
Everything is delivered in a Google Doc with three sections:
- Research Tab → All source material from YouTube, Reddit, and X
- Working Script → Every iteration, diagnosis, and revision from each agent
- Final Script → Clean, ready-to-use version with 4 hook options + 2 CTAs
From there, a human reviews and refines line-by-line.
The key advantage: these agents are trained on our own writing frameworks, not generic datasets.
Want the Breakdown?
If you want to see exactly how each agent functions, follow and comment “AGENT” and I’ll send it over.
Why This Matters
This system doesn’t guarantee virality—nothing does.
But it gives you:
- A script built on real performance data
- A process that rejects anything below a 10/10
- A structure where every second earns its place
That’s why our launches average ~2M views per video.
Founders spend months building products… …and almost no time on the script.
But the script determines whether anyone ever sees what you built.
If you have a launch coming up and want a system like this behind it, DM me.
Pricing starts at $100K.
Get Shown.
