Autonomous Media Company Flywheel

Full-Stack Agentic Content → Offer → Scale System

1

ABSORB LAYER — Intelligence Gathering

YouTube Analytics
Own channel performance
✓ API Available
VidIQ
Competitor trends, keywords
✓ API Available
Google Ads Transparency
Winning ad creatives
⚠ Scrape/Headless
Meta Ads Library
FB/IG ad intelligence
✓ API Available
TikTok Creative Center
Trending formats/sounds
⚠ Scrape/Headless
Transcript Extraction
YouTube → Text → Analysis
✓ API Available
Performance Signals
Views, engagement, CTR, watch time, comments sentiment
✓ Feeds into winner identification
Output: Winning hooks, formats, topics, scripts, competitor intel, trend data
2

SYNTHESIS LAYER — Content Creation

Script Generation
• Claude/GPT for writing
• Hook variants (5-10 per topic)
• Long-form → Short-form chunking
• Platform-specific adaptation
✓ API
Video Production
HeyGen — Avatar generation
11Labs — Voice cloning
SubMagic — Auto captions
Runway/Pika — B-roll
✓ All have APIs
👤 Human Review Gate
• Quality check queue
• Approve / Edit / Reject
• Feedback → training data
• Decreasing over time as system learns
⚡ Optional bypass for proven formats
Output: Ready-to-post content in multiple formats (long, short, square, vertical)
3

DISTRIBUTION LAYER — Multi-Platform Posting

YouTube
✓ Full API
Long + Shorts
TikTok
✓ Content Posting API
Direct upload
Instagram
⚠ Limited API + Headless
Reels, Stories, Feed
Facebook
✓ Graph API
Reels, Feed, Groups
LinkedIn
⚠ Headless preferred
Native video, articles
X / Twitter
✓ API v2
Video, threads
Podcast Platforms
✓ RSS distribution
Audio extraction
Blog/SEO
✓ CMS APIs
Transcript → article
🎭 Anti-Detection Strategy
Randomized posting times • Varied caption styles • Mixed API/headless • Residential proxies • Human-in-loop for some actions • Platform-native behaviors
🔮 Emerging: AEO (Answer Engine Optimization)
Optimizing content for AI answer engines (ChatGPT, Perplexity, Claude) • Structured data for LLM consumption • Getting cited as source in AI responses • The new SEO frontier
4

ANALYTICS LAYER — Performance & Winner ID

Metrics Aggregation
• Views / Impressions
• Engagement rate
• Click-through rate
• Watch time / retention
• Shares / Saves
Winner Thresholds
Bronze: 2x avg engagement
Silver: 5x avg engagement
Gold: 10x avg engagement
→ Auto-trigger ad scaling
Feedback Loops
• Winning hooks → script templates
• Best formats → priority queue
• Losers → archive analysis
• A/B test results → synthesis
5a

OFFER LAYER — Multi-Door Funnel

Entry Points (Same Offer, Different Doors)
wetrainyourcaio.com → Executives
trainmyaiguy.com → Business Owners
trainmyteamonai.com → Team Leaders
sendmeyournerds.com → Agencies
AI Operator Training — Pricing Tiers
Individual$4,997
Team 3-Pack$9,997($3,332/seat)
Team 5-Pack$14,997($2,999/seat)
Team 10-Pack$24,997($2,500/seat)
Enterprise (20+)$50k+ / CallLive workshop
Virtual delivery for all tiers • Enterprise = we fly in
Ascension Path
Training → Optimus Mastermind ($25k) → Optimus OS → Additional Offers → Lifetime Value
Tracking
UTMs per domain → Attribution by segment → Revenue per content piece
5b

AD SCALING LAYER

20% Reinvestment Rule
Revenue → 20% auto-allocated to ad spend
Winner → Ad Pipeline
• Gold content → Meta Ads
• Gold content → YouTube Ads
• Gold content → TikTok Spark Ads
Auto-Scaling Logic
ROAS > 3x → increase budget 20% daily
6

ENGAGEMENT LAYER — Agentic Outreach & Support

Watch Triggers
• 50%+ video watch → Vapi call
• Landing page 30s+ → SMS
• Cart abandon → Email sequence
Booking Automation
• Calendly integration
• Reminder sequences
• No-show recovery
Onboarding Agent
• Day 1, 3, 7 check-ins
• Progress tracking
• Stuck? → Human escalation
Customer Service
• FAQ agent (voice/text)
• Billing questions
• Escalation routing
💰 Revenue → 20% back to ads → Scale winners → More revenue
Performance data feeds back to Absorb Layer

🛠 Tech Stack Summary

Orchestration
• Moltbot (your fork)
• Tailscale mesh
• n8n / Temporal
Content Gen
• Claude API
• HeyGen
• 11Labs
• SubMagic
Distribution
• Platform APIs
• Playwright/Puppeteer
• Browserless.io
Engagement
• Vapi (voice AI)
• GHL (CRM/SMS)
• Calendly

📅 30-Day Sprint Plan

Week 1
• Orchestrator on cloud
• YouTube + VidIQ absorb
• Basic script gen
Week 2
• HeyGen + 11Labs pipeline
• Human review UI
• YouTube posting
Week 3
• Multi-platform posting
• Analytics aggregation
• Winner detection
Week 4
• Ad scaling automation
• Vapi engagement
• Full loop test