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Amplify Social Media Presence with O3 and GPT-4 Multi-Agent Team

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Created by: Yaron Been || yaron-nofluff

Yaron Been

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Last update 9 days ago

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Amplify Social Media Presence with O3 and GPT-4 Multi-Agent Team

🌍 Overview

This n8n workflow acts like a virtual social media department. A Social Media Director Agent coordinates multiple specialized AI agents (Instagram, Twitter/X, Facebook, TikTok, YouTube, and Analytics). Each agent creates or analyzes content for its platform, powered by OpenAI models.

The result? A fully automated, cross-platform social media strategy—from content creation to performance tracking.


🟢 Section 1: Trigger & Director Setup

🔗 Nodes:

  • When chat message received (Trigger) → Starts the workflow whenever you send a request (e.g., “Plan a TikTok campaign for my product launch”).
  • Social Media Director Agent (connected to OpenAI O3 model) → Acts as the strategist.
  • Think Tool → Helps the Director “reason” before delegating.

💡 Beginner takeaway:
This section makes your workflow interactive. You send a request → the Director decides the best approach → then it assigns tasks.

📈 Advantage:
Instead of manually planning content per platform, you only send one command, and the AI Director handles the strategy.


🟦 Section 2: Specialized Social Media Agents

🔗 Nodes (each paired with GPT-4.1-mini):

  • 📸 Instagram Content Creator → Visual storytelling, Reels, Hashtags
  • 🐦 Twitter/X Strategist → Viral tweets, trends, engagement
  • 👥 Facebook Community Manager → Audience growth, ads, group engagement
  • 🎵 TikTok Video Creator → Short-form video, viral trends
  • 🎬 YouTube Content Planner → Long-form strategy, SEO, thumbnails
  • 📊 Analytics Specialist → Performance insights, cross-platform reporting

💡 Beginner takeaway:
Each platform has its own AI expert. They receive the Director’s strategy and produce tailored content for their platform.

📈 Advantage:
Instead of one-size-fits-all posts, you get optimized content per platform—increasing reach and engagement.


🟣 Section 3: Models & Connections

🔗 Nodes:

  • OpenAI Chat Models (O3 + multiple GPT-4.1-mini models)
  • Each model is connected to its respective agent.

💡 Beginner takeaway:
Think of these as the “brains” behind each specialist. The Director uses O3 for advanced reasoning, while the specialists use GPT-4.1-mini (cheaper, faster) for content generation.

📈 Advantage:
This keeps costs low while maintaining quality output.


📊 Final Overview Table

Section Nodes Purpose Benefit
🟢 Trigger & Director Chat Trigger, Director, Think Tool Capture requests & plan strategy One command → full social plan
🟦 Specialists Instagram, Twitter, Facebook, TikTok, YouTube, Analytics Platform-specific content Optimized posts per platform
🟣 Models O3 + GPT-4.1-mini Provide reasoning & content generation High-quality, cost-efficient

🚀 Why This Workflow is Powerful

  • Multi-platform coverage: All major platforms handled in one flow
  • Human-like strategy: Director agent makes real marketing decisions
  • Scalable & fast: Generate a full campaign in minutes
  • Cost-effective: O3 only for strategy, GPT-4.1-mini for bulk content
  • Beginner-friendly: Just type your request → get full campaign output