Automation library · Data collection

Extract Amazon product data with Scrape.do and OpenAI

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 10 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

10 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 3Service 3

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

  1. 1When clicking Test workflowManual triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 41. Get Product URLs from Google SheetsGoogle SheetsService
  5. 55. Clean & Structure Data with AIChain LlmModel
  6. 62. Loop Through Each URLSplit In BatchesLogic
  7. 76. Format Final JSON OutputSplit OutLogic
  8. 83. Scrape Product Page HTMLHttp RequestService
  9. 97. Save Product Data to Google SheetsGoogle SheetsService
  10. 104. Extract Raw Data ElementsHtmlLogic

How it's built

Starts on
An event in a connected app
Steps
10, 1 loop or waits
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. 10 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 10 steps before you point it at anything that matters.