The flow
Starts it 2Model 6Logic 2Service 4
The steps in the order they run, from what starts it.
- 1Trigger - When User Sends MessageChat triggerStarts it
- 2GPT-4o - Generate & Process RequestsLm Chat Open AiModel
- 3Memory - Track Recent ContextMemory Buffer WindowModel
- 4Tool - Scrape Google Maps Business DataTool WorkflowModel
- 5Fallback - Enrich with Google SearchTool Serp ApiModel
- 6Tool - Crawl Business WebsiteTool WorkflowModel
- 7Trigger - On Subworkflow StartExecute Workflow triggerStarts it
- 8Scrape Website Content (via Apify)Http RequestService
- 9AI Agent - Lead CollectionAgentModel
- 10Scrape Google Maps (via Apify)Http RequestService
- 11Save Website Data to Google SheetsGoogle SheetsService
- 12Save Extracted Data to Google SheetsGoogle SheetsService
- 13Aggregate Website ContentAggregateLogic
- 14Aggregate Business ListingsAggregateLogic
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 14
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets
- Model
- OpenAI
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
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 someone opening a chat with it.
Does it use AI?
Yes. It calls OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 14 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.
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 14 steps before you point it at anything that matters.