Automation library · Data collection

Score AI job matches from Adzuna, JSearch and ATS boards

Started by a clock, and works across Google Sheets. It hands the judgement calls to Gemini. 20 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Gemini

Download free
20 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 2Logic 13Service 4

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

  1. 1Every 2 HoursSchedule triggerStarts it
  2. 2Google GeminiLm Chat Google GeminiModel
  3. 3Search TermsCodeLogic
  4. 4Company BoardsCodeLogic
  5. 5Score MatchChain LlmModel
  6. 6Fetch Adzuna JobsHttp RequestService
  7. 7Fetch JSearch JobsHttp RequestService
  8. 8Fetch ATS BoardsHttp RequestService
  9. 9Parse ScoreCodeLogic
  10. 10Split JobsSplit OutLogic
  11. 11Normalize JSearchCodeLogic
  12. 12Normalize ATS JobsCodeLogic
  13. 13Score Above 70IfLogic
  14. 14Normalize AdzunaSetLogic
  15. 15Merge SourcesMergeLogic
  16. 16Log MatchGoogle SheetsService
  17. 17DedupeRemove DuplicatesLogic
  18. 18Drop Senior RolesFilterLogic
  19. 19Limit JobsLimitLogic
  20. 20Clean Job FieldsSetLogic

How it's built

Starts on
A clock
Steps
20, with 1 branch
Size
Medium: a working afternoon
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 a clock.

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?

Plan an afternoon. 20 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 20 steps before you point it at anything that matters.