Automation library · Lead generation

LinkedIn profile scraper & personalized outreach

Started by a clock, and works across Google Sheets. It hands the judgement calls to Azure OpenAI. 15 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: Azure OpenAI

15 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 1Model 6Logic 1Service 7

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

  1. 1Azure OpenAI Chat ModelLm Chat Azure Open AiModel
  2. 2Structured Output ParserOutput Parser StructuredModel
  3. 3Azure OpenAI Chat Model1Lm Chat Azure Open AiModel
  4. 4Structured Output Parser1Output Parser StructuredModel
  5. 5Schedule TriggerSchedule triggerStarts it
  6. 6Extract URL from Output using GPT-4AgentModel
  7. 7Create Personalised Messages using a TemplateChain LlmModel
  8. 8Fetch URL from SpreadsheetGoogle SheetsService
  9. 9GET LinkedIn Data from URLHttp RequestService
  10. 10Update Personalised Messages to SpreadsheetGoogle SheetsService
  11. 11Temp URL StorageGoogle SheetsService
  12. 12Delete Temp URL StorageGoogle SheetsService
  13. 13POST to Phantombuster APIHttp RequestService
  14. 14WaitWaitLogic
  15. 15GET from Phantombuster APIHttp RequestService

How it's built

Starts on
A clock
Steps
15, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
Azure OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on a clock.

Does it use AI?

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

How long does it take to set up?

Plan an afternoon. 15 steps is enough that you should read each one before running it.

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 15 steps before you point it at anything that matters.