Automation library · Lead generation

Google Maps business scraper & lead enricher with Bright Data

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to Gemini. 20 steps, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: Gemini

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

The flow

Starts it 1Model 6Logic 6Service 7

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

  1. 1When clicking ‘Test workflow’Manual triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4Google Gemini Chat Model for Google SearchLm Chat Google GeminiModel
  5. 5Structured Output Parser for Google SearchOutput Parser StructuredModel
  6. 6Set input fieldsSetLogic
  7. 7Google Maps Data ExtractorChain LlmModel
  8. 8Search Data ExtractorChain LlmModel
  9. 9Perform Bright Data Web RequestHttp RequestService
  10. 10CodeCodeLogic
  11. 11Create a binary data for Structured Data ExtractFunctionLogic
  12. 12Initiate a Webhook Notification for Structured DataHttp RequestService
  13. 13MCP Client for Web ScrapingMcp ClientService
  14. 14Update Google Sheets for Structured DataGoogle SheetsService
  15. 15Loop Over ItemsSplit In BatchesLogic
  16. 16Write the structured content to diskRead Write FileService
  17. 17Create a binary data for Structured Data Extract for YelpFunctionLogic
  18. 18WaitWaitLogic
  19. 19Write the Yelp content to diskRead Write FileService
  20. 20MCP Search ClientMcp ClientService

How it's built

Starts on
An event in a connected app
Steps
20, 2 loops or waits
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 an event in a connected app.

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.