# Generate AI-powered roadmaps for new leads with OpenAI: n8n workflow

> Started by another system calling it, and works across Email, Telegram and n8n data table. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/generate-ai-powered-roadmaps-for-new-leads-with-openai (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)

# 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.

Medium Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fgenerate-ai-powered-roadmaps-for-new-leads-with-openai)

**10 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**3** Services it connects to

## The flow

Starts it 1 Model 4 Service 5

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

- 1 **Webhook** Webhook *Starts it*
- 2 **GPT 5 Nano** Lm Chat Open Ai *Model*
- 3 **GPT 5 Mini** Lm Chat Open Ai *Model*
- 4 **Add Customer Data** Data Table *Service*
- 5 **AI Consultant** Agent *Model*
- 6 **Style Agent** Agent *Model*
- 7 **Generated Roadmap to Customer** Email Send *Service*
- 8 **Update row(s)** Data Table *Service*
- 9 **Send email** Email Send *Service*
- 10 **Send a text message** Telegram *Service*

## 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.

## 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%2Fgenerate-ai-powered-roadmaps-for-new-leads-with-openai)
- **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.

[Email](https://millionrounds.com/workflows?service=Email#library)[Telegram](https://millionrounds.com/workflows?service=Telegram#library)[n8n data table](https://millionrounds.com/workflows?service=n8n+data+table#library)

## Workflows like it

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

- [**Automated web scraper for industry-specific qualified leads** 10 steps · calls a model · Email, Google Sheets](https://millionrounds.com/workflow/automated-web-scraper-for-industry-specific-qualified-leads)
- [**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)
- [**Generate personalized cold email icebreakers with OpenAI** 10 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/generate-personalized-cold-email-icebreakers-with-openai-3)
- [**Qualify and score web form leads with Groq and Google Sheets** 10 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/qualify-and-score-web-form-leads-with-groq-and-google-sheets)
- [**Score and triage inbound leads with Groq and Slack** 10 steps · calls a model · Google Sheets, Google Tasks](https://millionrounds.com/workflow/score-and-triage-inbound-leads-with-groq-and-slack)
- [**Scan business cards to Google Sheets and iPhone contacts** 10 steps · Google Sheets, Telegram](https://millionrounds.com/workflow/scan-business-cards-to-google-sheets-and-iphone-contacts)