# Qualify inbound leads with Gemini: n8n workflow template

> Started by another system calling it, and works across Telegram. It hands the judgement calls to Gemini, Groq and one other.

Source: https://millionrounds.com/workflow/qualify-inbound-leads-with-gemini (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Lead generation](https://millionrounds.com/workflows?category=Lead+generation#library)

# Qualify inbound leads with Gemini

Started by another system calling it, and works across Telegram. It hands the judgement calls to Gemini, Groq and one other. 11 steps: a working afternoon to understand properly.

Medium Calls a model: Gemini, Groq

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fqualify-inbound-leads-with-gemini)

**11 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 3 Model 5 Logic 2 Service 1

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

- 1 **Webhook** Webhook *Starts it*
- 2 **Google Gemini Chat Model** Lm Chat Google Gemini *Model*
- 3 **Structured Output Parser** Output Parser Structured *Model*
- 4 **Groq Chat Model** Lm Chat Groq *Model*
- 5 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 6 **Validate & Serialize Payload** Code *Logic*
- 7 **AI Agent: Lead Qualifier** Agent *Model*
- 8 **Respond Error** Respond To Webhook *Starts it*
- 9 **Format Telegram Message** Code *Logic*
- 10 **Send to Telegram** Telegram *Service*
- 11 **Respond Success** Respond To Webhook *Starts it*

## How it's built

- **Starts on:** Another system calling it
- **Steps:** 11
- **Size:** Medium: a working afternoon
- **Connects to:** Telegram
- **Model:** Gemini, Groq, OpenAI

## Questions

What does it need to run?

An n8n account, plus your own Telegram account, and a key for Gemini and Groq. 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 Gemini, Groq and OpenAI. 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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fqualify-inbound-leads-with-gemini)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Telegram](https://millionrounds.com/workflows?service=Telegram#library)

## Workflows like it

Also lead generation, with the same services where possible, closest in size first.

- [**AI-powered lead processing from Apify with Gemini** 11 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/ai-powered-lead-processing-from-apify-with-gemini)
- [**Automated lead qualification for JotForm with Gemini** 11 steps · calls a model · Telegram](https://millionrounds.com/workflow/automated-lead-qualification-for-jotform-with-gemini)
- [**Qualify and route gym trial leads with OpenAI** 11 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/qualify-and-route-gym-trial-leads-with-openai)
- [**Score website leads with OpenAI and Gmail** 11 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/score-website-leads-with-openai-and-gmail)
- [**Capture website form leads with Telegram** 11 steps · Google Sheets, Telegram](https://millionrounds.com/workflow/capture-website-form-leads-with-telegram)
- [**Extract business card data & generate follow-ups** 10 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/extract-business-card-data-and-generate-follow-ups)