Automation library · Lead generation

Personalized email outreach with LinkedIn and Crunchbase

Started by an event in a connected app, and works across n8n data table. It hands the judgement calls to Gemini. 27 steps, 1 branch, 4 loops or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini

27 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
4Loops or waits
1Service it connects to

The flow

Starts it 2Model 5Logic 8Service 12

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

  1. 1Structured Output ParserOutput Parser StructuredModel
  2. 2Structured Output Parser1Output Parser StructuredModel
  3. 3Google Gemini Chat ModelLm Chat Google GeminiModel
  4. 4When clicking ‘Execute workflow’Manual triggerStarts it
  5. 5When Executed by Another WorkflowExecute Workflow triggerStarts it
  6. 6Agent OneAgentModel
  7. 7Judge AgentAgentModel
  8. 8RapidAPI-KeySetLogic
  9. 9Get row(s)Data TableService
  10. 10Email ContextSetLogic
  11. 11Approval RouteIfLogic
  12. 12Main LoopSplit In BatchesLogic
  13. 13Get row(s)1Data TableService
  14. 14Update row(s)Data TableService
  15. 15Linkedin_URLHttp RequestService
  16. 16Linkedin_URL_COMPANYHttp RequestService
  17. 17Crunchbase_URLHttp RequestService
  18. 18Call 'My workflow'Execute WorkflowLogic
  19. 19WaitWaitLogic
  20. 20Wait1WaitLogic
  21. 21Wait2WaitLogic
  22. 22resultsHttp RequestService
  23. 23results1Http RequestService
  24. 24results2Http RequestService
  25. 25Update row(s)1Data TableService
  26. 26Update row(s)2Data TableService
  27. 27Update row(s)3Data TableService

How it's built

Starts on
An event in a connected app
Steps
27, with 1 branch, 4 loops or waits
Size
Large: read it before trusting it with anything live
Connects to
n8n data table
Model
Gemini

Questions

What does it need to run?

An n8n 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 27 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 27 steps before you point it at anything that matters.