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Library / Web Scraping & Research

Web Scraping & Research

Enrich Company Data from LinkedIn with Bright Data

When you run it, this takes company names from Google Sheets, scrapes LinkedIn through Bright Data and has Gemini structure the details back into the sheet.

What it does

## Each Company is Processed Individually Every company name from the Google Sheets column is processed in a separate loop. For each company: - A unique Google search query is generated - The search results are fetched using Bright Data API Request - AI-powered parsing extracts the official LinkedIn profile - This ensures accurate and dedicated extracting the LinkedIn URL for each company in the list.

The steps

  1. When clicking ‘Test workflow’
  2. Loop Over Items
  3. Google Gemini Chat Model
  4. Structured Output Parser
  5. LinkedIn Profile is Found?
  6. Merge
  7. Add Unique Result
  8. Snapshot Progress
  9. HTTP Request- Post API call to Bright Data
  10. Wait - Polling Bright Data
  11. HTTP Request - Getting data from Bright Data
  12. Checking status of Snapshot - if data is ready or not
  13. Code - Parse and Organize JSON Data
  14. Code - Prepare Request Body for Bright Data

21 steps in total.

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