Automation library · Lead generation

Generate AI-powered roadmaps for new leads with OpenAI

Started by another system calling it, and works across Email, Telegram and n8n data table. It hands the judgement calls to OpenAI. 10 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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10 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
3Services it connects to

The flow

Starts it 1Model 4Service 5

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

  1. 1WebhookWebhookStarts it
  2. 2GPT 5 NanoLm Chat Open AiModel
  3. 3GPT 5 MiniLm Chat Open AiModel
  4. 4Add Customer DataData TableService
  5. 5AI ConsultantAgentModel
  6. 6Style AgentAgentModel
  7. 7Generated Roadmap to CustomerEmail SendService
  8. 8Update row(s)Data TableService
  9. 9Send emailEmail SendService
  10. 10Send a text messageTelegramService

How it's built

Starts on
Another system calling it
Steps
10
Size
Medium: a working afternoon
Connects to
Email, Telegram, n8n data table
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Email 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. 10 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 10 steps before you point it at anything that matters.