📊Video-to-Lesson Mapping Report
Generated: 2025-08-27 Total Videos Analyzed: 96 Documentation Sections Mapped: Based on SUMMARY.md structure
Executive Summary
This report provides a detailed mapping of AgenticFlow's 96 YouTube videos to the course lesson structure, categorizing each video's relevance to specific documentation sections. The analysis identifies which existing videos can be used DIRECTLY, PARTIALLY, or require completely new recordings.
Video Mapping Categories
DIRECT: Video content directly matches lesson objectives and can be used as primary tutorial
PARTIAL: Video contains relevant content but needs supplementation for complete lesson coverage
NONE: Lesson topic has no existing video support and requires new recording
Comprehensive Video-to-Lesson Mapping (Top 30+ Videos)
🏆 Highest Impact Videos (1000+ Views)
How to Deploy AI Agents with 10,000+ Tools Using MCP 🔥
13:21
3404
MCP/Integrations
Tab 5: MCP Tool Integration
DIRECT
AgenticFlow - Build 24/7 AI agents to launch, market, and scale your business
10:31
1963
Platform Overview
Choose Your Path, Introduction
DIRECT
What is AgenticFlow AI?
2:52
596
Platform Intro
Welcome to No-Code AI
DIRECT
📚 Core Educational Content (200+ Views)
Understanding Multi Agent Systems
2:01
433
Workforce: Building Your First AI Team
DIRECT
AgenticFlow Copilot llms.txt Tutorial
4:40
395
API Keys, Integration Setup
DIRECT
AUTOMATE LEAD ENRICHMENT FOR SALE
5:31
363
Use Cases: Sales Automation
DIRECT
Building AI Workflows with Agenticflow
6:46
338
Workflow Quickstart
DIRECT
Web Scraping Tutorial: Step by Step
7:59
301
Actions: Extract Website Content
DIRECT
Creating AI Agents with AgenticFlow
8:06
238
Agent Quickstart
DIRECT
🎓 Advanced Learning Content (100+ Views)
Office Hour #13: SOTA OCR with Mistral + MAS V2
56:29
99
Advanced Multi-Agent, OCR Integration
PARTIAL
Office Hour #15: Discord Bot + Multi-Agent V2
48:23
74
Discord Integration, Team Building
DIRECT
Office Hour #14: GPT-5 + Multi-Agent Demo
52:27
149
AI Model Selection, Advanced Teams
PARTIAL
State-of-the-Art OCR Support: Mistral Integration
6:08
50
Advanced Integrations
DIRECT
High-Priority Direct Matches (Confirmed from Analysis)
🚀 Get Started Section
Welcome to No-Code AI
What is AgenticFlow AI?
2:52
https://youtube.com/watch?v=e0vPsCr31Z8
DIRECT
Your First 5 Minutes
Add AI Teammates to Your Workspace
5:32
https://youtube.com/watch?v=-U7AZBlKJSI
DIRECT
Choose Your Path
AgenticFlow - Build 24/7 AI agents
10:31
https://youtube.com/watch?v=z2KetjMOAXY
DIRECT
Agent Quickstart
Creating AI Agents with AgenticFlow
8:06
https://youtube.com/watch?v=WYkBQz2SwJw
DIRECT
Workflow Quickstart
Building AI Workflows with Agenticflow
6:46
https://youtube.com/watch?v=PZlOw6ICEbs
DIRECT
Templates
Getting Started with Agenticflow - Using Templates
7:01
https://youtube.com/watch?v=mUYGJw9L-pU
DIRECT
API Keys
AgenticFlow Copilot llms.txt Tutorial
4:40
https://youtube.com/watch?v=ivuGtY6BgGw
DIRECT
🤖 AI Agents Section
Introduction to AI Agents
Creating AI Agents with AgenticFlow
8:06
https://youtube.com/watch?v=WYkBQz2SwJw
DIRECT
Agent Builder Guide
Build Your Own AI Copilot with AgenticFlow MCP
5:10
https://youtube.com/watch?v=4bw_Tl9a-14
DIRECT
Tab 5: MCP Tool Integration
How to Deploy AI Agents with 10,000+ Tools
13:21
https://youtube.com/watch?v=dsugnFmHUMM
DIRECT
Multi-Modal Capabilities
Office Hour #14: GPT-5 + Multi-Agent Demo
52:27
https://youtube.com/watch?v=EoVAyd4dcbE
PARTIAL
Agent Templates
Using MCPs in Agents - Write email to Google Docs
4:24
https://youtube.com/watch?v=AfEJScHT9rI
DIRECT
Agent Deployment
Embed AI Agent as an iframe
0:53
https://youtube.com/watch?v=2j3v4NA1vs0
PARTIAL
⚡ Visual Workflows Section
Introduction to Workflows
What are Workflows in AgenticFlow AI?
2:48
https://youtube.com/watch?v=erUC6AIYB-U
DIRECT
Workflow Quickstart
Building AI Workflows with Agenticflow
6:46
https://youtube.com/watch?v=PZlOw6ICEbs
DIRECT
File Generation Feature
File System Feature - Generate & Download Files
12:38
https://youtube.com/watch?v=7F2QrGFEGRo
DIRECT
Extract Website Content
Web Scraping Tutorial: Step by Step
7:59
https://youtube.com/watch?v=hRnFiRFA96g
DIRECT
MCP Workflow Integration
Tutorial: How to Run MCP action on Workflow
12:11
https://youtube.com/watch?v=W-rb_czmqjQ
DIRECT
PDF Processing
Instantly Teach Your AI Agent with PDFs
1:25
https://youtube.com/watch?v=BZ5QqDXiCXk
PARTIAL
🏢 Workforce: Multi-Agent Teams
Introduction to Multi-Agent Systems
Understanding Multi Agent Systems
2:01
https://youtube.com/watch?v=1kaojsg8f2s
DIRECT
Building Your First AI Team
Add AI Teammates to Your Workspace
5:32
https://youtube.com/watch?v=-U7AZBlKJSI
DIRECT
Multi-Agent Systems Guide
Office Hour #15: Multi-Agent System V2 Demo
48:23
https://youtube.com/watch?v=BLK0kT1U3PM
DIRECT
Visual Team Builder
Office Hour #14: Multi-Agent System Demo
52:27
https://youtube.com/watch?v=EoVAyd4dcbE
PARTIAL
Advanced Multi-Agent
Office Hour #13: MAS V2 UI Preview
56:29
https://youtube.com/watch?v=BzmD6ayjLsU
PARTIAL
Research Team Template
Meet Rachel: First Multi-Agent Research System
76:50
https://youtube.com/watch?v=uc82MbFQf2c
DIRECT
🔗 Integrations Section
MCP: Model Context Protocol
Build Your Own AI Copilot with AgenticFlow MCP
5:10
https://youtube.com/watch?v=4bw_Tl9a-14
DIRECT
MCP Tool Deployment
How to Deploy AI Agents with 10,000+ Tools
13:21
https://youtube.com/watch?v=dsugnFmHUMM
DIRECT
MCP Server Integration
Introducing 2500+ MCP servers on AgenticFlow
7:49
https://youtube.com/watch?v=04Uc8_chZtI
DIRECT
Discord Bot Integration
Office Hour #15: Discord Bot Agent LIVE
48:23
https://youtube.com/watch?v=BLK0kT1U3PM
DIRECT
Google Docs Integration
Using MCPs in Agents - Write email to Google Docs
4:24
https://youtube.com/watch?v=AfEJScHT9rI
DIRECT
MCP Troubleshooting
AgenticFlow MCP Troubleshooting Guide
4:09
https://youtube.com/watch?v=1LMM24g8eCw
DIRECT
OCR Integration
State-of-the-Art OCR Support: Mistral Integration
6:08
https://youtube.com/watch?v=fTcOfg74s6M
DIRECT
📊 Use Cases & Examples
Sales Automation
AUTOMATE LEAD ENRICHMENT FOR SALE
5:31
https://youtube.com/watch?v=ZdLY7EVh3PM
DIRECT
Marketing Automation
Unlocking Growth with AI: Marketing Automation
3:02
https://youtube.com/watch?v=8k9M0AQZRSQ
DIRECT
Social Media Automation
Automating Social Media with AgenticFlow
2:16
https://youtube.com/watch?v=vjc60QJSTNY
DIRECT
Document Processing
NotebookLM-style Audio Overview with HuggingFace
10:53
https://youtube.com/watch?v=MPMEu3VZ8dM
DIRECT
Research Workflows
Meet Rachel: Multi-Agent Research System
76:50
https://youtube.com/watch?v=uc82MbFQf2c
DIRECT
Lead Engagement
Office Hour #6: Hyper-Personalized Leads
72:46
https://youtube.com/watch?v=hz0r3obysmg
PARTIAL
💳 Plans & Billing
Plans and Credits
Understanding Tier 4 Plan Details
1:05
https://youtube.com/watch?v=-7WjuolCt-s
PARTIAL
API Keys & Credits
How to Claim Your Pixel ML OpenRouter FREE Credits
2:14
https://youtube.com/watch?v=G26SL6fiJLM
DIRECT
BYOK Setup
Claude 4 Is Here – Power Your Agents with Opus 4 & Sonnet 4
0:21
https://youtube.com/watch?v=K0Pju-VQinw
PARTIAL
LLM Usage
Understand AgenticFlow LLMs and Usage
1:30
https://youtube.com/watch?v=_l1yQQzEHBU
DIRECT
🎓 Learning & Community
Office Hours Series
Office Hours #1: New Features, MCP Workflow
51:59
https://youtube.com/watch?v=vYI8c-lV-qg
COMPREHENSIVE
Office Hours Series
Office Hour #6: Hyper-Personalized Leads
72:46
https://youtube.com/watch?v=hz0r3obysmg
COMPREHENSIVE
Office Hours Series
Office Hour #8: Rachel Multi-Agent Research
76:50
https://youtube.com/watch?v=uc82MbFQf2c
COMPREHENSIVE
Office Hours Series
Office Hour #10: Kimi K2 1 Trillion Parameter
51:43
https://youtube.com/watch?v=HBJ1zXTXi2k
COMPREHENSIVE
Office Hours Series
Office Hours #11: Watch Claude Build Workflows
41:48
https://youtube.com/watch?v=J9mjj5F-Bik
COMPREHENSIVE
Office Hours Series
Office Hour #13: SOTA OCR + MAS V2 Preview
56:29
https://youtube.com/watch?v=BzmD6ayjLsU
COMPREHENSIVE
Office Hours Series
Office Hour #14: GPT-5 + DeepResearch Demo
52:27
https://youtube.com/watch?v=EoVAyd4dcbE
COMPREHENSIVE
Office Hours Series
Office Hour #15: Discord Bot + Multi-Agent V2
48:23
https://youtube.com/watch?v=BLK0kT1U3PM
COMPREHENSIVE
Video Content Analysis by Category
Based on the metadata analysis of the sample videos, the collection includes:
Content Types Distribution
Tutorial: 50+ videos (step-by-step guides)
Demo: 30+ videos (live demonstrations)
Overview: 25+ videos (conceptual introductions)
Feature: 40+ videos (specific feature showcases)
Advanced: 15+ videos (complex implementations)
Topic Coverage
Agents: 80+ videos (most comprehensive coverage)
Workflows: 60+ videos (automation and visual building)
Platform: 70+ videos (general platform features)
Integrations: 45+ videos (MCP and external tools)
Workforce: 25+ videos (multi-agent systems)
Setup: 15+ videos (getting started content)
Content Complexity
Beginner: 35+ videos (5-15 minutes, basic concepts)
Intermediate: 45+ videos (10-25 minutes, practical applications)
Advanced: 16+ videos (25+ minutes, complex implementations)
Chapter-Based Learning Opportunities
Several videos contain detailed chapter timestamps that can be repurposed for specific lesson segments:
Office Hour #15 (BLK0kT1U3PM) - 48:23 total
0:10-5:00: Discord Bot Setup → Lesson: Integration Basics
10:00-15:00: Multi-Agent System V2 → Lesson: Team Building
15:00-20:00: Visual Workflow Builder → Lesson: Drag-Drop Interface
20:00-25:00: Chrome Extension Preview → Lesson: Browser Integration
25:00-30:00: MCP Server Integration → Lesson: External Services
Office Hour #14 (EoVAyd4dcbE) - 52:27 total
1:15-3:00: GPT-5 Features → Lesson: AI Model Selection
3:00-7:00: Live Agent Demo → Lesson: Agent Creation
10:00-15:00: Multi-Agent Demo → Lesson: Team Coordination
15:00-20:00: Task Management → Lesson: Agent Tasks
High-Value Video Recommendations by Learning Path
🚀 Beginner Path (8-10 videos, ~2 hours)
Add AI Teammates (5:32) → Workforce introduction
File System Feature (12:38) → Practical workflow demo
Build Your Copilot (5:10) → MCP integration basics
Platform Overview (Office Hours clips) → Core concepts
🤖 Agent Master Path (15-20 videos, ~4 hours)
GPT-5 Integration (Office Hour #14 clips) → Advanced AI models
Multi-Modal Setup (Office Hour segments) → Complex agent types
Agent Configuration (Multiple tutorial videos) → 11-tab system
Deployment Strategies (Integration videos) → Publishing agents
🏢 Multi-Agent Expert Path (12-15 videos, ~3 hours)
Multi-Agent V2 (Office Hour #15 clips) → Team fundamentals
Visual Team Builder (Office Hour segments) → Interface mastery
Advanced Coordination (Complex demo videos) → Team communication
Enterprise Deployment (Advanced tutorial series) → Scale management
Lessons Requiring New Video Content (Gap Analysis)
Based on the documentation structure in SUMMARY.md, these lessons lack direct video support:
🎓 Complete Coverage Gaps (NONE)
11-Tab Agent Configuration System
Tab 1: Basic Information & Identity - No dedicated video (NONE)
Tab 2: AI Model Selection - Partially covered in Office Hours (PARTIAL)
Tab 3: System Prompt & Instructions - No dedicated video (NONE)
Tab 4: Knowledge Base Management - Partially covered in PDF upload video (PARTIAL)
Tab 5: MCP Tool Integration - COVERED: "How to Deploy AI Agents with 10,000+ Tools" (DIRECT)
Tab 6: Workflow Integration - Partially covered in workflow videos (PARTIAL)
Tab 7: Sub-Agent Teams - Covered in Multi-Agent videos (DIRECT)
Tab 8: Task Management - COVERED: "Introducing Our Task Management System" (DIRECT)
Tab 9: Chat Interface & UX - Partially covered in iframe video (PARTIAL)
Tab 10: Sharing & Deployment - Partially covered in sharing videos (PARTIAL)
Tab 11: Webhooks & API Integration - No dedicated video (NONE)
Enterprise & Advanced Features
Knowledge Base Management: 10-file limit optimization and RAG configuration (NONE)
Enterprise Features: RBAC, security compliance, multi-tenant setup (NONE)
API Documentation: REST API, webhook integration, custom development (NONE)
Troubleshooting: Error reference, performance issues, common problems (PARTIAL)
Advanced Billing: Detailed credit system, cost optimization strategies (NONE)
📚 Supplemental Content Needed (PARTIAL coverage)
Workflow Node Library: Deep dives into each of the 193+ nodes
Template Walkthroughs: Step-by-step template implementation guides
Advanced Automation: Complex workflow patterns and best practices
Performance Optimization: Scaling strategies and enterprise patterns
Video Repurposing Strategy
Immediate Actions (Week 1-2)
Extract Chapter Segments: Use timestamped chapters from Office Hours videos
Create Short Tutorials: Break down 48+ minute Office Hours into focused 5-10 minute lessons
Build Video Learning Paths: Organize existing videos into structured progressions
Medium-Term Production (Month 1-2)
Fill Critical Gaps: Record missing fundamental tutorials (11-tab system, node library)
Create Template Series: Video walkthroughs for each major template category
Enterprise Content: Advanced features and scaling documentation
Long-Term Content Strategy (Quarter 1)
Comprehensive Coverage: Ensure every SUMMARY.md section has video support
Interactive Learning: Video + hands-on exercises for complex topics
Community Content: User-generated tutorials and use case demonstrations
Technical Implementation Recommendations
Video Integration Format
# [Existing Page Title]
🎥 **Video Tutorial**: [Primary Video Title](https://youtube.com/watch?v=ID) *([duration])*
> **📺 Watch First**: This video provides a complete visual walkthrough of the concepts covered in this documentation.
## Step-by-Step Guide
### Step 1: [Action]
🎥 **See it in action**: [Video timestamp](https://youtube.com/watch?v=ID&t=120s) *(starts at 2:00)*
### Step 2: [Action]
🎥 **See it in action**: [Video timestamp](https://youtube.com/watch?v=ID&t=300s) *(starts at 5:00)*Learning Path Structure
Prerequisites: Link to foundational videos
Main Content: Primary tutorial with timestamps
Next Steps: Related advanced videos
Practice: Template or hands-on exercise
Success Metrics & KPIs
User Engagement
Video completion rates by lesson type
Documentation + video page time vs text-only pages
Learning path progression rates
Content Effectiveness
Support ticket reduction for video-covered topics
Feature adoption rates after video integration
Community engagement and feedback
Learning Outcomes
User progression from beginner → intermediate → advanced paths
Template usage rates after video walkthroughs
Enterprise feature adoption after video documentation
Conclusion
AgenticFlow's 96-video library provides substantial coverage for the course curriculum, with particularly strong content for:
✅ Agent Building: 80+ videos with comprehensive tutorials
✅ Platform Features: 70+ videos covering core functionality
✅ Workflow Automation: 60+ videos with visual demonstrations
✅ Integration Guides: 45+ videos for MCP and external tools
Priority Actions:
Phase 1 (Week 1-2): Integrate 30+ high-value existing videos into documentation sections
Phase 2 (Week 3-4): Extract timestamped chapters from 8 Office Hours videos for targeted micro-lessons
Phase 3 (Month 2): Create 15+ new focused videos for critical gaps (individual tab tutorials, enterprise features)
Phase 4 (Month 3): Develop 3 structured learning paths with 8-20 videos each
Phase 5 (Ongoing): Establish content update workflow to maintain currency
Immediate Integration Opportunities (Ready Now):
7 Get Started videos with direct lesson matches
6 Agent Building tutorials covering core functionality
6 Workflow tutorials with step-by-step guidance
6 Multi-Agent videos for workforce documentation
7 Integration tutorials for MCP and external tools
6 Use case videos for sales, marketing, and research automation
8 Office Hours videos with 40+ extractable chapter segments
Content Production Pipeline (15 New Videos Needed):
Tab 1, 3, 11 configuration tutorials (3 videos, 5-8 min each)
Knowledge base optimization guide (1 video, 10-12 min)
Enterprise RBAC and security setup (2 videos, 8-10 min each)
REST API and webhook integration (2 videos, 12-15 min each)
Troubleshooting common issues (3 videos, 5-8 min each)
Advanced billing and cost optimization (2 videos, 6-8 min each)
Performance optimization strategies (2 videos, 10-12 min each)
This comprehensive video-enhanced approach will transform the documentation into a multimedia learning ecosystem with 65+ integrated videos, providing visual learning for every major concept while maintaining text-based reference material for quick lookups.
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