Automation library · Lead generation

Hyper-personalized messages for LinkedIn outreach on autopilot

Started by another system calling it, and works across Google Sheets. It hands the judgement calls to OpenAI. 17 steps, 3 branches: a working afternoon to understand properly.

MediumCalls a model: OpenAI

17 stepsMedium: a working afternoon
3Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 4Logic 8Service 4

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

  1. 1Get_ln_urlWebhookStarts it
  2. 2LeadMagic People EnrichHttp RequestService
  3. 3Leadmagic - Find emailHttp RequestService
  4. 4Clean - Company name & First nameOpen AiModel
  5. 5Apify Last post scrapeHttp RequestService
  6. 6Is Posted Date in 2025?IfLogic
  7. 7Post LengthsSetLogic
  8. 8Post didn't qualifySetLogic
  9. 9IfIfLogic
  10. 10ln_post_impressionMergeLogic
  11. 11job post detectOpen AiModel
  12. 12IcebreakerOpen AiModel
  13. 13Is it hiring/seeking job?SetLogic
  14. 14Append or update row in sheetGoogle SheetsService
  15. 15hiring post checkIfLogic
  16. 16Linkedin Post ImpressionOpen AiModel
  17. 17Post Impression SetSetLogic

How it's built

Starts on
Another system calling it
Steps
17, with 3 branches
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

Does it use AI?

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

How long does it take to set up?

Plan an afternoon. 17 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 17 steps before you point it at anything that matters.