# Qualify Google Maps leads with ScrapeHero and OpenAI: n8n workflow

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

Source: https://millionrounds.com/workflow/qualify-google-maps-leads-with-scrapehero-and-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)

# Qualify Google Maps leads with ScrapeHero and OpenAI

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 16 steps, 1 branch: a working afternoon to understand properly.

Medium Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fqualify-google-maps-leads-with-scrapehero-and-openai)

**16 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 3 Logic 10 Service 2

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

- 1 **Manual Trigger** Manual trigger *Starts it*
- 2 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 3 **Structured Lead Output** Output Parser Structured *Model*
- 4 **Set Google Maps Search Parameters** Code *Logic*
- 5 **AI Lead Enrichment** Chain Llm *Model*
- 6 **Fetch Data via ScrapeHero** Scrape Hero *Service*
- 7 **Combine Listing and AI Data** Merge *Logic*
- 8 **Process Scraped Page** Code *Logic*
- 9 **Parse AI Data** Code *Logic*
- 10 **If Next Page Available** If *Logic*
- 11 **Save Enriched Leads** Google Sheets *Service*
- 12 **Build Next Page URL** Code *Logic*
- 13 **Compile Final Results** Code *Logic*
- 14 **Split Listings Data** Split Out *Logic*
- 15 **Normalize Listing Data** Code *Logic*
- 16 **Remove Duplicate Listings** Code *Logic*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 16, with 1 branch
- **Size:** Medium: a working afternoon
- **Connects to:** Google Sheets
- **Model:** OpenAI

## Questions

What does it need to run?

An n8n account, plus your own Google Sheets 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?

Plan an afternoon. 16 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 16 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-google-maps-leads-with-scrapehero-and-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.

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

## Workflows like it

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

- [**AI lead qualification & multi-channel sales pipeline automation** 16 steps · calls a model · Airtable, Asana](https://millionrounds.com/workflow/ai-lead-qualification-and-multi-channel-sales-pipeline-autom)
- [**AI-driven lead management and inquiry automation with ERPNext** 16 steps · calls a model · Google Sheets, Outlook](https://millionrounds.com/workflow/ai-driven-lead-management-and-inquiry-automation-with-erpnex)
- [**Automate LinkedIn profile search & cold email outreach** 16 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/automate-linkedin-profile-search-and-cold-email-outreach)
- [**Automate lead gen & email outreach with Apify and Apollo.io** 16 steps · calls a model · Apify, Google Sheets](https://millionrounds.com/workflow/automate-lead-gen-and-email-outreach-with-apify-and-apollo-i)
- [**Automate personalized cold emails with Apollo and OpenAI** 16 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/automate-personalized-cold-emails-with-apollo-and-openai)
- [**Extract & summarize B2B leads from Crunchbase with Bright Data** 16 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/extract-and-summarize-b2b-leads-from-crunchbase-with-bright-)