Automation library · Lead generation

Enrich companies in Google Sheet with OpenAI and Crunchbase

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 20 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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

The flow

Starts it 1Model 3Logic 9Service 7

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

  1. 1When clicking "Test workflow"Manual triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4read company sheetGoogle SheetsService
  5. 5AI AgentAgentModel
  6. 6Get crunchbase siteHttp RequestService
  7. 7save structured informationsGoogle SheetsService
  8. 8extract crunchbase urlCodeLogic
  9. 9get crunchbase tech pageHttp RequestService
  10. 10extract crunchbase tech informationHtmlLogic
  11. 11Parse crunchbase companyCodeLogic
  12. 12extract relevant dataSetLogic
  13. 13clean crunchbase dataCodeLogic
  14. 14save crunchbase informationsGoogle SheetsService
  15. 15Valid LinkedInIfLogic
  16. 16MergeMergeLogic
  17. 17Scrap LinkedIn Company pageHttp RequestService
  18. 18Extract LinkedIn InformationHtmlLogic
  19. 19Parse company JSONCodeLogic
  20. 20save linkedin informationsGoogle SheetsService

How it's built

Starts on
An event in a connected app
Steps
20, with 1 branch
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. 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.