Automation library · Lead generation

AI-powered Google Maps business lead scraper for Notion CRM

Started by someone opening a chat with it, and works across Notion. It hands the judgement calls to Gemini. 18 steps, 1 branch, 4 loops or waits: a working afternoon to understand properly.

MediumCalls a model: Gemini

18 stepsMedium: a working afternoon
1Branch: places the flow splits
4Loops or waits
1Service it connects to

The flow

Starts it 2Model 3Logic 7Service 6

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

  1. 1When Executed by Another WorkflowExecute Workflow triggerStarts it
  2. 2When chat message receivedChat triggerStarts it
  3. 3Google Gemini Chat ModelLm Chat Google GeminiModel
  4. 4Structured Output ParserOutput Parser StructuredModel
  5. 5AI AgentAgentModel
  6. 6HTTP RequestHttp RequestService
  7. 7If1IfLogic
  8. 8CodeCodeLogic
  9. 9HTTP Request2Http RequestService
  10. 10Loop Over Items1Split In BatchesLogic
  11. 11Code1CodeLogic
  12. 12Create a database page2NotionService
  13. 13HTTP Request3Http RequestService
  14. 14Loop Over ItemsSplit In BatchesLogic
  15. 15Wait1WaitLogic
  16. 16Create a database page1NotionService
  17. 17HTTP Request1Http RequestService
  18. 18WaitWaitLogic

How it's built

Starts on
Someone opening a chat with it
Steps
18, with 1 branch, 4 loops or waits
Size
Medium: a working afternoon
Connects to
Notion
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Notion account, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone opening a chat with it.

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. 18 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 18 steps before you point it at anything that matters.