Automation library · Lead generation

Scrape and summarize Google Maps businesses with Apify

Started by an event in a connected app, and works across Apify and Google Sheets. It hands the judgement calls to OpenAI. 8 steps, 2 loops or waits: small enough to read in one sitting and change without fear.

SmallCalls a model: OpenAI

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8 stepsSmall: readable in one sitting
0Branches: places the flow splits
2Loops or waits
2Services it connects to

The flow

Starts it 1Model 1Logic 3Service 3

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

  1. 1When clicking ‘Execute workflow’Manual triggerStarts it
  2. 2Run Google Maps ScraperApifyService
  3. 3Get dataset itemsApifyService
  4. 4Remove DuplicatesRemove DuplicatesLogic
  5. 5Loop Over ItemsSplit In BatchesLogic
  6. 6company summary InfoOpen AiModel
  7. 7Google maps databaseGoogle SheetsService
  8. 8WaitWaitLogic

How it's built

Starts on
An event in a connected app
Steps
8, 2 loops or waits
Size
Small: readable in one sitting
Connects to
Apify, Google Sheets
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Apify and Google Sheets accounts, 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.