The flow
Starts it 2Model 1Logic 9Service 9
The steps in the order they run, from what starts it.
- 1Manual TriggerManual triggerStarts it
- 2Telegram CallbackTelegram triggerStarts it
- 3📝 CONFIGURATIONSetLogic
- 4🕵️♂️ Find AgentNotionService
- 51. Fetch Google Maps DataHttp RequestService
- 6Agent Exists?IfLogic
- 72. Clean & NormalizeCodeLogic
- 8📝 Assign LeadNotionService
- 9❌ Error ToastTelegramService
- 10🔄 Loop ItemsSplit In BatchesLogic
- 11✅ Update ChatTelegramService
- 12🔎 Search DuplicateNotionService
- 13🛡️ Restore DataMergeLogic
- 14🔔 Show ToastTelegramService
- 15Found?IfLogic
- 16🚫 Duplicate / SkipNo OpLogic
- 17🤖 AI IcebreakerOpen AiModel
- 18🔗 Merge FinalMergeLogic
- 19💾 Create New LeadNotionService
- 20🎨 Prepare MessageCodeLogic
- 21📢 Notify TeamTelegramService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 21, with 2 branches, 1 loop or waits
- Size
- Large: read it before trusting it with anything live
- Connects to
- Notion, Telegram
- Model
- OpenAI
Questions
What does it need to run?
An n8n account, plus your own Notion 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 an incoming Telegram message.
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?
Take your time. At 21 steps it is large: read it before trusting it with anything live.
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 21 steps before you point it at anything that matters.