Automation library · Lead generation

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.

MediumCalls a model: OpenAI

16 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 10Service 2

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

  1. 1Manual TriggerManual triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3Structured Lead OutputOutput Parser StructuredModel
  4. 4Set Google Maps Search ParametersCodeLogic
  5. 5AI Lead EnrichmentChain LlmModel
  6. 6Fetch Data via ScrapeHeroScrape HeroService
  7. 7Combine Listing and AI DataMergeLogic
  8. 8Process Scraped PageCodeLogic
  9. 9Parse AI DataCodeLogic
  10. 10If Next Page AvailableIfLogic
  11. 11Save Enriched LeadsGoogle SheetsService
  12. 12Build Next Page URLCodeLogic
  13. 13Compile Final ResultsCodeLogic
  14. 14Split Listings DataSplit OutLogic
  15. 15Normalize Listing DataCodeLogic
  16. 16Remove Duplicate ListingsCodeLogic

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.