# Scrape Shopify store leads with ScraperCity: n8n workflow

> Started by an event in a connected app, and works across Slack. 12 steps, 1 branch, 2 loops or waits: a working afternoon to understand properly.

Source: https://millionrounds.com/workflow/scrape-shopify-store-leads-with-scrapercity-2 (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)

# Scrape Shopify store leads with ScraperCity

Started by an event in a connected app, and works across Slack. 12 steps, 1 branch, 2 loops or waits: a working afternoon to understand properly.

Medium

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscrape-shopify-store-leads-with-scrapercity-2)

**12 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**2** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Logic 7 Service 4

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

- 1 **When clicking 'Execute workflow'** Manual trigger *Starts it*
- 2 **Configure Search Parameters** Set *Logic*
- 3 **Start Shopify Lead Scrape** Http Request *Service*
- 4 **Store Run ID** Set *Logic*
- 5 **Poll Loop Controller** Split In Batches *Logic*
- 6 **Wait 60 Seconds** Wait *Logic*
- 7 **Check Scrape Status** Http Request *Service*
- 8 **Is Scrape Complete?** If *Logic*
- 9 **Download Lead Results** Http Request *Service*
- 10 **Parse CSV and Format Leads** Code *Logic*
- 11 **Remove Duplicate Leads** Remove Duplicates *Logic*
- 12 **Post Lead to Slack** Slack *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 12, with 1 branch, 2 loops or waits
- **Size:** Medium: a working afternoon
- **Connects to:** Slack
- **Model:** None. This is plumbing, not judgement

## Questions

What does it need to run?

An n8n account, plus your own Slack account. 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?

No. Every step is fixed logic or a call to a service, so it does the same thing every time.

How long does it take to set up?

Plan an afternoon. 12 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 12 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%2Fscrape-shopify-store-leads-with-scrapercity-2)
- **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.

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

## Workflows like it

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

- [**Automate e-commerce orders, inventory & feedback with Slack** 12 steps · Gmail, Google Sheets](https://millionrounds.com/workflow/automate-e-commerce-orders-inventory-and-feedback-with-slack)
- [**E-commerce product price tracker with ScrapeGraphAI** 12 steps · Baserow, Slack](https://millionrounds.com/workflow/e-commerce-product-price-tracker-with-scrapegraphai)
- [**Triage e-commerce orders and route high-risk cases with Slack** 12 steps · Airtable, Email](https://millionrounds.com/workflow/triage-e-commerce-orders-and-route-high-risk-cases-with-slac)
- [**Analyze WooCommerce product reviews with OpenAI and Airtable** 12 steps · calls a model · Airtable, Slack](https://millionrounds.com/workflow/analyze-woocommerce-product-reviews-with-openai-and-airtable)
- [**Audit Shopify product images with ShotEdit and Gemini** 12 steps · calls a model · Google Sheets, Shopify](https://millionrounds.com/workflow/audit-shopify-product-images-with-shotedit-and-gemini)
- [**Auto-generate problem-focused blog posts for Shopify products** 12 steps · calls a model · Shopify, Slack](https://millionrounds.com/workflow/auto-generate-problem-focused-blog-posts-for-shopify-product)