Automate Reddit Insights with Bright Data and AI
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Leverage this n8n workflow to automatically scrape Reddit for relevant posts about WWDC25, categorize them using AI, and extract key information. Gain valuable insights effortlessly and stay ahead of the curve.
About This Workflow
This n8n workflow is designed to streamline your social listening efforts by automating the process of gathering and analyzing Reddit data. It begins by triggering a data scraping job on Bright Data for posts related to 'WWDC25' within the past month, sorted by recency. The workflow then checks the status of the scraping job and, once the data is ready, it retrieves the snapshot. It uses a 'Switch' node to ensure the data is in the 'ready' state before proceeding. Subsequently, it employs the powerful LangChain Text Classifier to categorize posts into 'WWDC events' or 'other', and the Google Gemini Chat Model to generate summaries or extract specific details. Finally, it uses an 'Edit Fields' node to organize and prepare the extracted data for further use.
Key Features
- Automated Reddit Scraping: Effortlessly collect posts related to specific keywords like 'WWDC25' from Reddit.
- Intelligent Content Categorization: Utilize AI to classify posts into relevant categories (e.g., WWDC events, other).
- Data Enrichment with LLMs: Leverage Google Gemini to summarize or extract detailed information from scraped content.
- Real-time Status Monitoring: The workflow checks and waits for the scraping job to complete before processing.
- Flexible Data Extraction: Configure to pull various data points such as post title, description, URL, and user information.
How To Use
- Trigger Execution: Click the 'Execute workflow' button to initiate the process.
- Configure Bright Data Credentials: Ensure your Bright Data API key is correctly set up in the 'scrap reddit' node for dataset triggering and in the 'Get status' and 'Get data' nodes for accessing results.
- Set AI Model Preferences: If desired, configure the Google Gemini Chat Model node for specific summarization or generation tasks.
- Adjust Classification Categories: Modify the 'Text Classifier' node's categories and descriptions to fine-tune your AI's understanding.
- Review and Process Data: After execution, examine the output of the 'Edit Fields' node to access the structured and categorized Reddit data.
Apps Used
Workflow JSON
{
"id": "4570ae87-b57d-461f-9193-ac1b134036ae",
"name": "Automate Reddit Insights with Bright Data and AI",
"nodes": 25,
"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: 4570ae87-b57d...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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