Automation library · Data collection

Extract & analyze Amazon reviews with Apify and Gemini

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

SmallCalls a model: Gemini

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8 stepsSmall: readable in one sitting
0Branches: places the flow splits
1Loop or waits
3Services it connects to

The flow

Starts it 1Model 1Logic 3Service 3

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

  1. 1Manual TriggerManual triggerStarts it
  2. 2Workflow ConfigurationSetLogic
  3. 3Run an Actor and get datasetApifyService
  4. 4Loop Over ReviewsSplit In BatchesLogic
  5. 5Slack - Send Completion NotificationSlackService
  6. 6Message a modelGoogle GeminiModel
  7. 7Code (Parse JSON)1CodeLogic
  8. 8Create spreadsheetGoogle SheetsService

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
Apify, Google Sheets, Slack
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Apify, Google Sheets and Slack accounts, and a key for Gemini. 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 Gemini. 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.