Automation library · Lead generation

Enrich Company Data from LinkedIn with Bright Data

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to Gemini. 21 steps, 2 branches, 2 loops or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini

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21 stepsLarge: read it before trusting it with anything live
2Branches: places the flow splits
2Loops or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 11Service 6

The steps in the order they run, from what starts it.

  1. 1When clicking ‘Test workflow’Manual triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4Read Company Names from Google Sheets tableGoogle SheetsService
  5. 5Extract LinkedIn UrlChain LlmModel
  6. 6Loop Over ItemsSplit In BatchesLogic
  7. 7LinkedIn Profile is Found?IfLogic
  8. 8Code - Prepare Request Body for Bright DataCodeLogic
  9. 9Edit Company Search URLSetLogic
  10. 10Add Unique ResultSetLogic
  11. 11Add Empty resultSetLogic
  12. 12HTTP Request- Post API call to Bright DataHttp RequestService
  13. 13Bright Data Web Request - Google Search for Company LinkedIn URLHttp RequestService
  14. 14MergeMergeLogic
  15. 15Wait - Polling Bright DataWaitLogic
  16. 16Extract Body from ResponseSetLogic
  17. 17Snapshot ProgressHttp RequestService
  18. 18Checking status of Snapshot - if data is ready or notIfLogic
  19. 19HTTP Request - Getting data from Bright DataHttp RequestService
  20. 20Code - Parse and Organize JSON DataCodeLogic
  21. 21Append Results to Google Sheets tableGoogle SheetsService

How it's built

Starts on
An event in a connected app
Steps
21, with 2 branches, 2 loops or waits
Size
Large: read it before trusting it with anything live
Connects to
Google Sheets
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an event in a connected app.

Does it use AI?

Yes. It calls Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 21 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 21 steps before you point it at anything that matters.