Search and summarize web data using Gemini AI technology and Bright Data in
Workflow Description
A workflow that retrieves web data through Bright Data, processes and splits lengthy content intelligently, summarizes it using Gemini AI's language model, and automatically publishes results to X/Twitter. Includes conditional logic for smart data handling.
How it works
- 1.Trigger the workflow manually and input your search query or target URL
- 2.Fetch raw web data using Document Default Data Loader and normalize the content
- 3.Split lengthy texts into manageable chunks using Recursive Character Text Splitter
- 4.Chain the text segments through Gemini's LLM for intelligent summarization
- 5.Apply conditional rules to handle different data types and quality thresholds
- 6.Post final summaries to X/Twitter or save results to your database
Use cases
- Monitor industry news and competitor updates, then auto-summarize and share with your team daily
- Aggregate research from multiple websites into concise daily or weekly digest reports
- Track social media conversations and extract key insights from high-volume mentions
- Analyze customer reviews and feedback across platforms, delivering consolidated summaries
Requirements
- Valid Gemini API key from Google Cloud Console
- Bright Data account credentials with active data collection access
- Active X/Twitter account and authenticated API connection for publishing summaries
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (17)
When clicking ‘Test workflow’
Manual Trigger
Google Gemini Chat Model
Gemini Model
Default Data Loader
Document Default Data Loader
Recursive Character Text Splitter
Text Splitter Recursive Character Text Splitter
If
If
Set Snapshot Id
Set
Download Snapshot
HTTP Request
Google Gemini Chat Model1
Gemini Model
Wait
Wait
Check on the errors
If
Sticky Note
Sticky Note
Webhook Notifier
HTTP Request
Sticky Note1
Sticky Note
Perplexity Search Request
HTTP Request
Check Snapshot Status
HTTP Request
Readable Data Extractor
Information Extractor
Summarization of search result
Chain Summarization