The flow
Starts it 1Model 3Logic 6Service 3
The steps in the order they run, from what starts it.
- 1Receive LeadWebhookStarts it
- 2OpenAI gpt 4.1 miniLm Chat Open AiModel
- 3Lead Qualification ParserOutput Parser StructuredModel
- 4Normalize Lead DataSetLogic
- 5AI Lead QualificationAgentModel
- 6Website Provided?IfLogic
- 7Merge Lead + Website DataMergeLogic
- 8High Priority Lead?IfLogic
- 9Fetch Company WebsiteHttp RequestService
- 10Send Telegram AlertTelegramService
- 11Merge Notification ResultMergeLogic
- 12Clean Website ContentCodeLogic
- 13Save Lead to Google SheetsGoogle SheetsService
How it's built
- Starts on
- Another system calling it
- Steps
- 13, with 2 branches
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets, Telegram
- Model
- OpenAI
Questions
What does it need to run?
An n8n account, plus your own Google Sheets and Telegram accounts, 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.