Automation library · E-commerce

Extract website intelligence & classify ecommerce URLs

Started by someone submitting a form, and works across Google Sheets. It hands the judgement calls to Gemini. 19 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: Gemini

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

The flow

Starts it 1Model 2Logic 9Service 7

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

  1. 1Form SubmissionForm triggerStarts it
  2. 2Scrape Website URLHttp RequestService
  3. 3Extract HTMLHtml ExtractService
  4. 4Clean HTML ContentCodeLogic
  5. 5Company Info AgentGoogle GeminiModel
  6. 6Parse JSON DataCodeLogic
  7. 7Update Domain Scraper SheetGoogle SheetsService
  8. 8Map a website and get urlsFirecrawlService
  9. 9Parse URLs with MetaDataCodeLogic
  10. 10Parse Array URLsCodeLogic
  11. 11Split in BatchesSplit In BatchesLogic
  12. 12Categorising AI AgentGoogle GeminiModel
  13. 13Parse All URLs with categoriesCodeLogic
  14. 14Parse CategoriesCodeLogic
  15. 15Parse ProductsCodeLogic
  16. 16Parse OthersCodeLogic
  17. 17Append CategoriesGoogle SheetsService
  18. 18Append ProductsGoogle SheetsService
  19. 19Append OthersGoogle SheetsService

How it's built

Starts on
Someone submitting a form
Steps
19, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone submitting a form.

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?

Plan an afternoon. 19 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 19 steps before you point it at anything that matters.