Creative Factory — The AI Creative System

The System Behind
2 Billion Ad Views
Is Now a Course

The research engine, concept scoring frameworks, and production playbooks used to run 5 winning creatives a day on Meta — packaged into 8 modules for teams tired of guessing.

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$150k–$2M/mo accounts 8 modules + worksheets 45-day guarantee Instant PDF download
What this system produces
Research
3
Platforms swept. 10,000+ data points per session. Zero blank-brief creative.
Scoring
5
Scoring dimensions. Every concept pre-qualified before production starts.
Output
5/day
Creatives produced daily. Always in-market, never fatigued.
Iteration
48hr
Dead creative killed in 48 hours. Winners scaled before the window closes.
The Real Problem

Your creative problem
is a research problem.

Most teams at $150k/mo think they're doing research. They run one keyword search, scroll for 20 minutes, and hand the strategist a bullet list of "pain points." The strategist writes a brief. Everyone nods. The same four angles get recycled, the same hooks go out, and the team wonders why creative keeps fatiguing faster than it used to.

The real issue is structural. Bad input produces generic output — and no amount of talented editing or smart media buying saves a concept that never had a nerve to hit. The algorithm can't optimize what doesn't resonate. And at $150k/mo, weak creative doesn't just waste production budget. It poisons the learning phase.

📉
Creative fatigue inside 2 weeks
Running the same angles because the brief process never surfaces new ones. The account burns through winners faster than the team can replace them.
🎯
No scoring, just gut calls
Concepts go into production based on who was most persuasive in the briefing. No framework. No pre-qualification. Just vibes and seniority.
🕳️
Research that forgets itself
Every brief starts from scratch. There's no indexed database of customer language, winning angles, or platform signals — so nothing compounds.
🤖
AI used for the wrong things
Teams use AI to write hooks instead of to do research. The output sounds like ChatGPT because the input was generic. Garbage in, garbage out.
Why This Works

Not theory.
This is what we run.

This system wasn't reverse-engineered from a course. It's the exact research-to-production pipeline used at accounts spending $200k–$2M/mo on Meta. The frameworks were built because the stakes demanded it. Every scoring dimension, every prompt template, every Claude Code setup — drawn from accounts where bad creative costs six figures a week.

2B+
Combined views across creatives built with this system
$10M+
Tracked ad revenue generated for clients using these frameworks
Emmy
Nominated productions — the same creative DNA, applied to performance

"The research engine alone changed how we brief. We went from recycling the same angles to having a database of 300+ verbatim customer quotes, sorted by emotional category, refreshed every sprint. The creative team stopped guessing and started pulling."

Head of Creative Strategy — $400k/mo Meta account
Creative Output

What gets built
when the system runs.

Every creative below was produced using the research engine, scored through CPS before production, and passed the SAS or VCS gate before entering an account.

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The System

Four layers.
One continuous loop.

The AI Creative System isn't eight independent modules. It's one pipeline with four interconnected layers — each one feeding the next. By Module 8, you're not just producing better creative. You're running a machine that gets sharper the longer it runs.

Layer 01
Research → Intelligence
Three-platform sweep (YouTube, Reddit, X) that extracts verbatim customer language, emotional patterns, and winning content signals. Feeds a searchable index that every brief runs on.
YouTube Ceiling/Floor Reddit Mining X API Research Index
Layer 02
Concepts → Scoring
Every concept scored across five dimensions before production starts. The Concept Prioritization Score kills weak ideas before they waste budget. Only 9+ moves forward.
CPS Framework Hook Manager Brief System
Layer 03
Production → Scale
Statics and video fulfillment playbooks built for volume. Pre-score checklists ensure nothing ships under a 7. SAS and VCS frameworks score every asset before it enters the account.
SAS Scoring VCS Framework Pre-score Checklist Modules 04–06
Layer 04
Data → Iteration
The reporting layer that closes the loop. Track what wins, why it won, and feed those signals back into the research database. The system gets smarter with every sprint.
Creative Reporting Fatigue Detection Modules 07–08
What's Inside

8 modules.
Every layer covered.

Each module is a deep standalone PDF — frameworks, AI callouts with exact prompt templates, a Claude Code project setup, and a completion worksheet. Here's a look inside.

Module 01
The Research Engine
The Research No Human Would Do
YouTube Ceiling/Floor Reddit Mining X API
Module 02
Concept Prioritization
The CPS Framework
5-Dimension Scoring Hook Manager Hard Floor Rules
Module 03
The Brief
From Intelligence to Instruction
Brief Architecture Research-to-Brief Templates
Module 04
Fulfillment — Statics
SAS Scoring + Production System
SAS Framework Pre-Score Checklist Visual Rules
Module 05
Fulfillment — Video
VCS Scoring + Production System
VCS Framework 34-Point Pre-Score Hook Audit
Module 06
Gated Quality Control
Nothing Ships Under a 7
Scoring Boss Volume QC Reviewer Cal.
Module 07
Reading the Data
What the Numbers Are Actually Saying
Fatigue Detection Hook & Hold Rate Scale/Kill
Module 08
Team & Structure
Who Does What, and How
Pod Structure Human-AI Handoff Sprint Cadence
The AI Stack

Specific tools.
Exact prompt templates.

Every module includes an AI IN ACTION section with the exact tools, command structures, and prompt templates used in the system. Not "use AI to generate ideas." The actual Claude Code project structures, the actual API calls, the actual CLAUDE.md files you paste and run.

Claude Code
Multi-agent orchestration. Each module includes a full project folder structure and CLAUDE.md system prompt you set up once and run.
YouTube Data API
Automated ceiling/floor sweeps by keyword. Pull view counts, titles, and channel signals across three time filters.
Reddit (PRAW)
Mine 10 years of posts and comments across niche subreddits. Extract verbatim language sorted by emotional category.
X API v2
Pull 5,000 posts per session. Filter by engagement threshold to surface ideas that provoke real reactions, not just impressions.
Hook Manager Agent
Custom Claude agent that scores every hook across five dimensions. Outputs a ranked list with pass/fail verdicts and rewrite suggestions.
Scoring Boss Agent
The QC orchestrator. Runs SAS or VCS depending on format. Flags fails with specific dimension-level feedback before anything launches.
Week One

What your first week
actually looks like.

1
Day 1–2
Set up the Research Engine
Module 01 Claude Code setup. YouTube API keys, Reddit PRAW credentials, X bearer token. Run your first three-platform sweep. Your research index gets its first 200+ entries.
2
Day 3
Score your backlog of concepts
Run everything you've been sitting on through the CPS framework. Most teams discover 60–70% of their planned concepts don't survive scoring. That's budget saved, not wasted.
3
Day 4–5
Write the first research-backed briefs
Use Module 03 to translate your research index and top-scoring concepts into production-ready briefs. First time every creative in the pipeline has a paper trail.
4
Day 6–7
Install the QC gate
Set up the Scoring Boss agent from Module 06. Run every creative in your current pipeline through SAS or VCS. First time you'll know — before spending — what's going to work.
Get the System

One payment.
Everything you need.

At $150k/mo, one week of better creative decisions pays for this course 50 times over.

Most Popular
The AI Creative System
Complete Course Bundle
All 8 modules, worksheets, AI callouts, and Claude Code setup guides.
8 Module PDFs (Research → Team) $97
8 Completion Worksheets $48
8 Claude Code Project Setups $64
CPS + SAS + VCS Frameworks $79
All Prompt Templates + CLAUDE.md Files $55
Today only $29
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45-day money-back guarantee · Instant PDF download · Lifetime access
Questions

The honest answers.

Will this work for my product category?
The research engine works in any category where customers have opinions — which is every category where people spend money. The scoring frameworks are format-agnostic. The only thing that changes is what you input. The system has been used across supplements, apparel, home goods, beauty, pet, and food categories. If your customer posts on Reddit, you have data.
I'm not a developer. Is the Claude Code setup actually doable?
Yes. Every module's Claude Code setup is a step-by-step guide — not a coding tutorial. You create a folder, add files, and paste contents. The CLAUDE.md files are written for you. If you can follow a recipe, you can set this up. The only technical requirement is being willing to install Claude Code (free) and follow instructions.
We already have a creative strategist. Is this still relevant?
This makes your strategist 10x more effective — it doesn't replace them. Right now they're spending most of their time doing research that produces shallow outputs. The research engine gives them a database of 300+ customer quotes to work from. The scoring frameworks remove the "is this good enough?" debate. They get to focus on the creative decisions that actually matter.
How long does it take to set up?
Module 01 (the research engine) takes 2–3 hours to set up including API keys. Modules 02–03 (scoring and briefs) are frameworks you start applying immediately — no setup time. Each subsequent module builds on what's already running. By Day 7, the core pipeline is live.
Isn't this just AI-generated content in disguise?
The opposite. This system uses AI to do the research and scoring work — the parts humans are worst at when operating at volume. The creative decisions — what concept to develop, what emotion to hit, what the hook actually says — remain human. The output sounds human because the inputs are human language, verbatim, from actual customers. Garbage in, garbage out. This fixes the input.
We're spending under $50k/mo. Is this too advanced?
The research engine and scoring frameworks work at any budget — the discipline of not launching bad creative matters whether you're spending $5k or $500k. That said, the system is designed for accounts with the volume to benefit from structured output (5 creatives/day). If you're spending under $20k/mo, start with Modules 01–03 and scale into the rest.
What's the refund policy?
45 days, no questions asked. If you go through Module 01, set up the research engine, run your first sweep, and decide it's not for you — reply to your receipt email and we'll refund in full. We ask that you complete Module 01 first, because teams that do the research step almost never ask for a refund.
🛡️

45-Day Guarantee

Go through Module 01. Set up the research engine. Run your first three-platform sweep. If you don't find at least 20 angles you've never tested — angles grounded in verbatim customer language — reply to your receipt email for a full refund. No forms. No hoops. 45 days.

Start Today

Stop burning budget on creative that never had a chance.

The research is the creative. The scoring is the strategy. The system is how 5 winning creatives a day becomes the baseline.

Get Instant Access — $29
Instant PDF download 45-day money-back Lifetime access