# Scrape Google Maps leads (email, phone, website) with Apify: n8n workflow

> Started by an event in a connected app, and works across Airtable. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/scrape-google-maps-leads-email-phone-website-with-apify (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)

# Scrape Google Maps leads (email, phone, website) with Apify

Started by an event in a connected app, and works across Airtable. It hands the judgement calls to OpenAI. 8 steps, 1 loop or waits: small enough to read in one sitting and change without fear.

Small Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscrape-google-maps-leads-email-phone-website-with-apify)

**8 steps** Small: readable in one sitting

**0** Branches: places the flow splits

**1** Loop or waits

**1** Service it connects to

## The flow

Starts it 1 Model 1 Logic 3 Service 3

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

- 1 **Manual Workflow Execution** Manual trigger *Starts it*
- 2 **Fetch Business Data from Google Maps (Apify)** Http Request *Service*
- 3 **Clean Google Maps Data** Set *Logic*
- 4 **Iterate Through Each Business Contact** Split In Batches *Logic*
- 5 **Extract Only Website URLs** Set *Logic*
- 6 **Fetch Raw HTML Content from Business Website** Http Request *Service*
- 7 **Extract Business Email from Website HTML (GPT-4)** Open Ai *Model*
- 8 **Save Cleaned Lead Data into Airtable** Airtable *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 8, 1 loop or waits
- **Size:** Small: readable in one sitting
- **Connects to:** Airtable
- **Model:** OpenAI

## Questions

What does it need to run?

An n8n account, plus your own Airtable account, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an event in a connected app.

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?

Not long. At 8 steps it can be read in one sitting and changed without fear.

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 8 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%2Fscrape-google-maps-leads-email-phone-website-with-apify)
- **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.

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

## Workflows like it

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

- [**Automated YouTube channel lead generation & email outreach** 8 steps · Airtable, Slack](https://millionrounds.com/workflow/automated-youtube-channel-lead-generation-and-email-outreach)
- [**Scrape verified Instagram leads with Apify and Airtable** 8 steps · Airtable](https://millionrounds.com/workflow/scrape-verified-instagram-leads-with-apify-and-airtable)
- [**AI chat agent: Dumpling AI + GPT-4o** 7 steps · calls a model · Airtable](https://millionrounds.com/workflow/ai-chat-agent-dumpling-ai-gpt-4o)
- [**Automated personalized email for new leads from form submission** 7 steps · calls a model · Airtable, Gmail](https://millionrounds.com/workflow/automated-personalized-email-for-new-leads-from-form-submiss)
- [**Find leads on Google Maps and reach out with OpenAI** 9 steps · calls a model · Airtable, Gmail](https://millionrounds.com/workflow/find-leads-on-google-maps-and-reach-out-with-openai)
- [**Qualify and score new form leads with OpenAI and Airtable** 7 steps · calls a model · Airtable, Slack](https://millionrounds.com/workflow/qualify-and-score-new-form-leads-with-openai-and-airtable)