# Extract website intelligence & classify ecommerce URLs: n8n workflow

> Started by someone submitting a form, and works across Google Sheets. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/extract-website-intelligence-and-classify-ecommerce-urls (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [E-commerce](https://millionrounds.com/workflows?category=E-commerce#library)

# 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.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fextract-website-intelligence-and-classify-ecommerce-urls)

**19 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**1** Loop or waits

**1** Service it connects to

## The flow

Starts it 1 Model 2 Logic 9 Service 7

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

- 1 **Form Submission** Form trigger *Starts it*
- 2 **Scrape Website URL** Http Request *Service*
- 3 **Extract HTML** Html Extract *Service*
- 4 **Clean HTML Content** Code *Logic*
- 5 **Company Info Agent** Google Gemini *Model*
- 6 **Parse JSON Data** Code *Logic*
- 7 **Update Domain Scraper Sheet** Google Sheets *Service*
- 8 **Map a website and get urls** Firecrawl *Service*
- 9 **Parse URLs with MetaData** Code *Logic*
- 10 **Parse Array URLs** Code *Logic*
- 11 **Split in Batches** Split In Batches *Logic*
- 12 **Categorising AI Agent** Google Gemini *Model*
- 13 **Parse All URLs with categories** Code *Logic*
- 14 **Parse Categories** Code *Logic*
- 15 **Parse Products** Code *Logic*
- 16 **Parse Others** Code *Logic*
- 17 **Append Categories** Google Sheets *Service*
- 18 **Append Products** Google Sheets *Service*
- 19 **Append Others** Google Sheets *Service*

## 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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fextract-website-intelligence-and-classify-ecommerce-urls)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Google Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)

## Workflows like it

Also e-commerce, with the same services where possible, closest in size first.

- [**Generate scalable e-commerce product images with OpenAI** 19 steps · calls a model · Google Drive, Google Sheets](https://millionrounds.com/workflow/generate-scalable-e-commerce-product-images-with-openai)
- [**AI-Powered Order Collection system with Vapi Phone Calls** 19 steps · Google Sheets](https://millionrounds.com/workflow/ai-powered-order-collection-system-with-vapi-phone-calls)
- [**AI blog generator for Shopify products with Gemini** 18 steps · calls a model · Google Sheets, Shopify](https://millionrounds.com/workflow/ai-blog-generator-for-shopify-products-with-gemini)
- [**Generate Shopify review outreach drafts with Apify and Hunter** 18 steps · calls a model · Apify, Gmail](https://millionrounds.com/workflow/generate-shopify-review-outreach-drafts-with-apify-and-hunte)
- [**Monitor Shopify low-stock items with OpenAI and Google Sheets** 18 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/monitor-shopify-low-stock-items-with-openai-and-google-sheet)
- [**Share Shopify New Products Across All Social Media Platforms** 18 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/share-shopify-new-products-across-all-social-media-platforms-2)