Automation library · Lead generation

Automated lead qualification for JotForm with Gemini

Started by an incoming Telegram message, and works across Telegram. It hands the judgement calls to Gemini. 11 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Gemini

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11 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 2Model 3Logic 3Service 3

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

  1. 1Structured Output ParserOutput Parser StructuredModel
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Trigger: When Form SubmittedJot Form triggerStarts it
  4. 4Get Chat ID (One-Time Setup)Telegram triggerStarts it
  5. 5Classify Lead QualityAgentModel
  6. 6Parse AI ClassificationSetLogic
  7. 7Route by Lead TypeSwitchLogic
  8. 8Ignore Cold LeadNo OpLogic
  9. 9Notify Hot LeadTelegramService
  10. 10Delete Spam SubmissionHttp RequestService
  11. 11Flag in JotFormHttp RequestService

How it's built

Starts on
An incoming Telegram message
Steps
11, with 1 branch
Size
Medium: a working afternoon
Connects to
Telegram
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Telegram account, and a key for Gemini. 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 Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 11 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 11 steps before you point it at anything that matters.