Generate Company Stories from LinkedIn with Bright Data & Google Gemini

This workflow is designed for:

• Business Analysts: Who need to extract and analyze data from LinkedIn to gain insights about companies.
• Marketing Professionals: Looking to create compelling stories or summaries based on company data for campaigns.
• Data Scientists: Interested in automating data extraction and summarization processes using advanced AI tools.
• Entrepreneurs: Who want to gather information about competitors or potential partners in a more efficient manner.
• Developers: Who are integrating data workflows into applications or platforms.

This workflow addresses the challenge of manually extracting and summarizing company information from LinkedIn. It automates the process, providing a structured approach to gather relevant data and generate detailed narratives or concise summaries, saving time and reducing errors in data handling.

1. Trigger the Workflow: The process begins when the user clicks ‘Test workflow’.
2. Set LinkedIn URL: The workflow sets the LinkedIn URL for the company to be analyzed.
3. Perform LinkedIn Web Request: It sends a request to the Bright Data API to initiate data extraction from LinkedIn.
4. Set Snapshot Id: Once the request is triggered, it captures the snapshot ID for tracking the extraction process.
5. Check Snapshot Status: The workflow periodically checks the status of the data extraction snapshot until it is ready.
6. Download Snapshot: After confirming the snapshot is ready, it downloads the extracted data.
7. LinkedIn Data Extractor: The downloaded data is processed to generate a complete story about the company using Google Gemini models.
8. Concise Summary Generator: A concise summary of the generated story is created for quick insights.
9. Webhook Notifications: The results from both the data extraction and summary generation are sent to specified webhook URLs for further use or notification.