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Amplify social media presence with O3 and GPT-4 multi-agent team

Yaron BeenYaron Been
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2/3/2026
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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 strategyβ€”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 platformβ€”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

| Section | Nodes | Purpose | Benefit | | --------------------- | -------------------------------------------------------- | -------------------------------------- | ------------------------------ | | 🟒 Trigger & Director | Chat Trigger, Director, Think Tool | Capture requests & plan strategy | One command β†’ 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 |


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

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

This n8n workflow orchestrates a multi-agent AI team to generate and strategize social media content, leveraging the power of OpenAI's GPT-4 and O3's intelligent tools. It simplifies the process of creating engaging social media posts by allowing an AI agent to "think" and utilize other AI agents as tools.

What it does

This workflow sets up a conversational AI agent that can generate social media content. Here's a breakdown of the key steps:

  1. Listens for Chat Messages: The workflow is triggered by an incoming chat message, acting as the prompt for the social media content generation.
  2. Initial AI Agent: A primary AI Agent is initialized, ready to process the chat message and determine the best course of action.
  3. OpenAI Chat Model: An OpenAI Chat Model (likely GPT-4, given the context) is configured to power the AI agents' language understanding and generation capabilities.
  4. Think Tool: A "Think" tool is provided to the AI Agent, allowing it to strategize, plan, and reason through the social media content creation process before generating output.
  5. AI Agent Tool: Another AI Agent is exposed as a tool to the primary agent. This allows the main agent to delegate specific tasks or leverage specialized AI capabilities (e.g., a dedicated content generation agent, a hashtag generator agent, etc.) within its decision-making process.

Prerequisites/Requirements

  • n8n Instance: A running n8n instance.
  • OpenAI API Key: An API key for OpenAI to use the OpenAI Chat Model. This will need to be configured as an n8n credential.
  • LangChain Nodes: Ensure the @n8n/n8n-nodes-langchain package is installed and enabled in your n8n instance.

Setup/Usage

  1. Import the Workflow: Download the provided JSON and import it into your n8n instance.
  2. Configure Credentials:
    • Set up your OpenAI API Key as a credential within n8n.
    • Ensure the "OpenAI Chat Model" node is configured to use this credential.
  3. Activate Workflow: Once imported and configured, activate the workflow.
  4. Send a Chat Message: Interact with the "When chat message received" trigger (e.g., via a configured chat platform integration, if any, or by manually triggering it with a test message) to initiate the social media content generation process. The AI agent will then use its tools to generate a response.

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