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

by Yaron Beenβ€’Updated: Last update 23 days agoβ€’Source: n8n.io
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Getting Started

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 β€”from content creation to performance tracking.


🟒 Section 1: Trigger & Director Setup

πŸ”— Nodes:

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

πŸ’‘ Beginner takeaway:
This section makes your workflow interactive. You send a request β†’ the Director decides the best approach β†’ then it assigns tasks.

πŸ“ˆ 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

πŸ”— Nodes (each paired with GPT-4.1-mini):

  • πŸ“Έ Instagram Content Creator β†’ Visual storytelling, Reels, Hashtags
  • 🐦 Twitter/X Strategist β†’ Viral tweets, trends, engagement
  • πŸ‘₯ Facebook Community Manager β†’ Audience growth, ads, group engagement
  • 🎡 TikTok Video Creator β†’ Short-form video, viral trends
  • 🎬 YouTube Content Planner β†’ Long-form strategy, SEO, thumbnails
  • πŸ“Š Analytics Specialist β†’ Performance insights, cross-platform reporting

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

πŸ“ˆ Advantage:
Instead of one-size-fits-all posts, you get optimized content per platform β€”increasing reach and engagement.


🟣 Section 3: Models & Connections

πŸ”— Nodes:

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

πŸ’‘ Beginner takeaway:
Think of these as the β€œbrains” behind each specialist. The Director uses O3 for advanced reasoning, while the specialists use GPT-4.1-mini (cheaper, faster) for content generation.

πŸ“ˆ Advantage:
This keeps costs low while maintaining quality output.


πŸ“Š Final Overview Table

SectionNodesPurposeBenefit
🟒 Trigger & DirectorChat Trigger, Director, Think ToolCapture requests & plan strategyOne command β†’ full social plan
🟦 SpecialistsInstagram, Twitter, Facebook, TikTok, YouTube, AnalyticsPlatform-specific contentOptimized posts per platform
🟣 ModelsO3 + GPT-4.1-miniProvide reasoning & content generationHigh-quality, cost-efficient

πŸš€ 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 β†’ get full campaign output