The flow
Starts it 2Model 3Logic 4Service 4
The steps in the order they run, from what starts it.
- 1WhatsApp Lead IntakeWebhookStarts it
- 2OpenAI Chat ModelLm Chat Open AiModel
- 3Segment SchemaOutput Parser StructuredModel
- 4Extract MessageSetLogic
- 5Classify LeadAgentModel
- 6Flatten ResultSetLogic
- 7Log Lead to Google SheetGoogle SheetsService
- 8Is Buyer?IfLogic
- 9Reply to Buyer (WAHA)Http RequestService
- 10Is Spam?IfLogic
- 11Notify Owner of Hot Lead (WAHA)Http RequestService
- 12RespondRespond To WebhookStarts it
- 13Polite Reply (Non-Buyer)Http RequestService
How it's built
- Starts on
- Another system calling it
- Steps
- 13, with 2 branches
- 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 another system calling it.
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. 13 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 13 steps before you point it at anything that matters.