Automated Social Media Trend & Tweet Generator
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Leverage the power of AI to identify trending topics and automatically generate engaging tweets. This workflow connects Google Trends with AI language models to keep your social media presence fresh and relevant.
About This Workflow
This n8n workflow automates the process of social media content creation by tapping into real-time trends. It begins by fetching popular search queries from Google Trends Australia, then uses AI agents to analyze these trends and identify the most relevant ones for your audience. Subsequently, it employs advanced language models, including Google Gemini and OpenAI, to craft compelling tweets based on these trends. The workflow incorporates memory to maintain context, output parsers for structured data, and even includes a Twitter node for direct posting (or preparation for posting). This solution is perfect for marketers looking to maintain a dynamic and engaging social media presence with minimal manual effort.
Key Features
- Trend Identification: Automatically pulls trending search data from Google Trends.
- AI-Powered Content Generation: Utilizes advanced LLMs like Google Gemini and OpenAI to create unique tweet content.
- Smart Trend Selection: Employs AI agents to intelligently select the most pertinent trends.
- Contextual Memory: Maintains conversational context for more relevant responses.
- Structured Output: Ensures generated content is well-formatted and ready for use.
- Automated Posting: Integrates with Twitter for seamless content deployment.
How To Use
- Set up Schedule Trigger: Configure the workflow to run at your desired frequency (e.g., daily, hourly).
- Connect Google Trends: Ensure your Google BigQuery node is correctly configured to access Google Trends data for Australia.
- Configure AI Agents: Set up the 'Trend Selector' and 'Tweet Generator' nodes, defining prompts and parameters for trend analysis and tweet creation.
- Integrate Language Models: Connect your Google Gemini and OpenAI API keys to their respective nodes for AI model access.
- Define Memory and Output Parsing: Configure the 'Simple Memory' and output parser nodes to manage conversational context and structure the AI's output.
- Set up Twitter Integration: Configure the 'X' (Twitter) node with your API credentials to enable direct tweeting or prepare tweets for manual posting.
- Review and Test: Run the workflow to test each step and review the generated tweets before full deployment.
Apps Used
Workflow JSON
{
"id": "4df672d6-6361-4e94-8468-be4dacb16e79",
"name": "Automated Social Media Trend & Tweet Generator",
"nodes": 26,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 4df672d6-6361...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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