Automation library · Data collection

Automate LinkedIn job search and applications with Claude

Started by another system calling it, and works across Google Sheets. It hands the judgement calls to Claude. 17 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: Claude

17 stepsMedium: a working afternoon
2Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 2Model 2Logic 7Service 6

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

  1. 1Receive Job Search RequestWebhookStarts it
  2. 2Claude AI ModelLm Chat AnthropicModel
  3. 3Validate Input and Build Search ParamsCodeLogic
  4. 4Score Job with Claude AIAgentModel
  5. 5Fetch LinkedIn Job ListingsHttp RequestService
  6. 6Fetch Individual Job DetailsHttp RequestService
  7. 7Parse and Normalize Job ListingsCodeLogic
  8. 8Parse AI Score and DecideCodeLogic
  9. 9Check Already Applied (Google Sheets)Google SheetsService
  10. 10Check Score ThresholdIfLogic
  11. 11Skip Already Seen JobsIfLogic
  12. 12Submit Easy Apply ApplicationHttp RequestService
  13. 13Format Skipped Job ResultCodeLogic
  14. 14Send Recruiter Connection RequestHttp RequestService
  15. 15Log All Results to Google SheetsGoogle SheetsService
  16. 16Format Applied Job ResultCodeLogic
  17. 17Send Summary ResponseRespond To WebhookStarts it

How it's built

Starts on
Another system calling it
Steps
17, with 2 branches
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
Claude

Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for Claude. 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 Claude. 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.