Automation library · Lead generation

Extract & summarize B2B leads from Crunchbase with Bright Data

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 16 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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

The flow

Starts it 1Model 7Logic 3Service 5

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

  1. 1When clicking ‘Test workflow’Manual triggerStarts it
  2. 2Structured Output ParserOutput Parser StructuredModel
  3. 3OpenAI Chat ModelLm Chat Open AiModel
  4. 4OpenAI Chat Model1Lm Chat Open AiModel
  5. 5OpenAI Chat Model2Lm Chat Open AiModel
  6. 6Set URL and Bright Data ZoneSetLogic
  7. 7Structured Data ExtractorChain LlmModel
  8. 8Markdown to Textual Data ExtractorChain LlmModel
  9. 9Summarize the contentChain SummarizationModel
  10. 10Perform Bright Data Web RequestHttp RequestService
  11. 11Google SheetsGoogle SheetsService
  12. 12Create a binary data for Structured Data ExtractFunctionLogic
  13. 13Initiate a Webhook Notification for the extracted dataHttp RequestService
  14. 14Create a binary data for SummarizationFunctionLogic
  15. 15Write the structured content to diskRead Write FileService
  16. 16Write the summarized content to diskRead Write FileService

How it's built

Starts on
An event in a connected app
Steps
16
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. 16 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 16 steps before you point it at anything that matters.