# Google Maps to Airtable lead scraper with OpenAI: 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/google-maps-to-airtable-lead-scraper-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)

# Google Maps to Airtable lead scraper with OpenAI

Started by an event in a connected app, and works across Airtable. It hands the judgement calls to OpenAI. 27 steps, 1 branch, 5 loops or waits: large, and worth reading before you trust it with anything live.

Large Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fgoogle-maps-to-airtable-lead-scraper-with-openai)

**27 steps** Large: read it before trusting it with anything live

**1** Branch: places the flow splits

**5** Loops or waits

**1** Service it connects to

## The flow

Starts it 2 Model 2 Logic 15 Service 8

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

- 1 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 2 **When Executed by Another Workflow** Execute Workflow trigger *Starts it*
- 3 **When clicking ‘Execute workflow’** Manual trigger *Starts it*
- 4 **Relevant Infos from Impressum** Information Extractor *Model*
- 5 **already scraped** Airtable *Service*
- 6 **Airtable2** Airtable *Service*
- 7 **Wait** Wait *Logic*
- 8 **Array all Companies scraped** Summarize *Service*
- 9 **Filter5** Filter *Logic*
- 10 **Loop Over Items1** Split In Batches *Logic*
- 11 **Searchword** Set *Logic*
- 12 **Loop Over Items2** Split In Batches *Logic*
- 13 **Email not Empty** Filter *Logic*
- 14 **search Place** Http Request *Service*
- 15 **Execute Workflow** Execute Workflow *Logic*
- 16 **Edit Fields1** Set *Logic*
- 17 **Split Out** Split Out *Logic*
- 18 **Airtable1** Airtable *Service*
- 19 **Write in DB** Airtable *Service*
- 20 **Place Details** Http Request *Service*
- 21 **Places already scraped** If *Logic*
- 22 **Get Impressum-URL** Set *Logic*
- 23 **Loop Over Items3** Split In Batches *Logic*
- 24 **Successfully scraped Impressumpages?** Filter *Logic*
- 25 **Get Impressum HTML** Http Request *Service*
- 26 **HTML** Html *Logic*
- 27 **Wait2** Wait *Logic*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 27, with 1 branch, 5 loops or waits
- **Size:** Large: read it before trusting it with anything live
- **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?

Take your time. At 27 steps it is large: read it before trusting it with anything live.

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 27 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%2Fgoogle-maps-to-airtable-lead-scraper-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.

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

## Workflows like it

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

- [**Lead gen system with OpenAI and Airtable** 27 steps · calls a model · Airtable](https://millionrounds.com/workflow/lead-gen-system-with-openai-and-airtable)
- [**Enrich Google Maps business leads with SerpAPI and Airtable** 27 steps · Airtable](https://millionrounds.com/workflow/enrich-google-maps-business-leads-with-serpapi-and-airtable)
- [**Qualify LinkedIn leads and draft multi-step outreach** 26 steps · calls a model · Airtable](https://millionrounds.com/workflow/qualify-linkedin-leads-and-draft-multi-step-outreach)
- [**Qualify LinkedIn leads and draft outreach with Airtable** 26 steps · calls a model · Airtable](https://millionrounds.com/workflow/qualify-linkedin-leads-and-draft-outreach-with-airtable)
- [**Qualify and draft LinkedIn outreach sequences for Airtable leads** 25 steps · calls a model · Airtable](https://millionrounds.com/workflow/qualify-and-draft-linkedin-outreach-sequences-for-airtable-l)
- [**AI-powered YouTube meta generator with Gemini** 30 steps · calls a model · Airtable, YouTube](https://millionrounds.com/workflow/ai-powered-youtube-meta-generator-with-gemini)