Automated Company Information Extraction and Summarization

This workflow is ideal for:

• Data Analysts looking to automate the extraction and summarization of company information from Indeed.
• Recruiters who want to streamline the process of gathering insights about potential employers.
• Developers interested in integrating AI capabilities with web scraping for enhanced data processing.
• Business Intelligence Professionals seeking to gather competitive intelligence efficiently.

This workflow addresses the challenge of manually extracting and summarizing company information from Indeed. It automates the process, allowing users to quickly gather relevant data without the need for extensive manual effort. By utilizing Bright Data's web unlocking capabilities and AI summarization models, users can efficiently obtain insights that are crucial for decision-making.

1. Manual Trigger: The workflow begins when the user clicks the ‘Test workflow’ button.
2. Set Search Query: It sets the search query for Indeed (e.g., Starbucks) and specifies the web unlocking zone.
3. Perform Web Request: The workflow sends a POST request to Bright Data to retrieve the company information from Indeed.
4. Markdown Data Extraction: The retrieved markdown data is processed to extract textual information.
5. Summarization: The extracted data is summarized using the Google Gemini Chat Model for concise insights.
6. Format and Push: An AI Agent formats the summarized data and prepares it for webhook notification.
7. Convert to HTML: The markdown data is converted to HTML format for better presentation.
8. Webhook Notifications: Finally, the workflow sends the summarized information and HTML response to specified webhook URLs.