Automation library · CRM

Search LinkedIn companies, score with OpenAI and Google Sheets

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 12 steps, 2 branches, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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

The flow

Starts it 1Model 1Logic 6Service 4

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

  1. 1StartManual triggerStarts it
  2. 2Set VariablesSetLogic
  3. 3Search CompaniesHttp RequestService
  4. 4Extract Company DataSplit OutLogic
  5. 5Process Each CompanySplit In BatchesLogic
  6. 6Get Company InfoHttp RequestService
  7. 7Filter Valid CompaniesIfLogic
  8. 8Check If Company ExistsGoogle SheetsService
  9. 9Is New Company?IfLogic
  10. 10AI Company ScoringOpen AiModel
  11. 11Wait 2sWaitLogic
  12. 12Add Company to CRMGoogle SheetsService

How it's built

Starts on
An event in a connected app
Steps
12, with 2 branches, 2 loops or waits
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 an event in a connected app.

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. 12 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 12 steps before you point it at anything that matters.