How to Scrape Shopify Store — Free No-Code Guide (2026)

#shopify #webscraping #api #python

If you need to pull Shopify Store data at scale and there's no clean official API, this guide shows how to export it to JSON, CSV or Excel in a couple of minutes — with no scraping code to maintain.

We'll use the Shopify Store Scraper - Find Merchants & Leads, a hosted scraper on the Apify platform. You only need a free Apify token — no Shopify Store login, no proxies, no reverse-engineering.

What data you get

Each run returns structured records with fields like:

storeName
domain
email
phone
productCountNumber
productCount
url
emails
phones
facebook
instagram
twitter
hasProducts
scrapedAt

Results are paginated automatically — you can pull thousands of rows per run and export them as JSON, CSV, Excel, JSONL or XML.

Option 1 — No code (Apify Console)

Open the actor: https://apify.com/logiover/shopify-merchant-scraper
Click Try for free.
Leave the input empty for a broad sample, or set the fields below.
Run it, then Export the dataset as CSV/JSON/Excel.

Option 2 — Node.js

npm install shopify-merchant-scraper

const scrape = require("shopify-merchant-scraper");

(async () => {
  const items = await scrape({}, { token: process.env.APIFY_TOKEN });
  console.log(items.length, "results");
  console.log(items[0]);
})();

Option 3 — Python

pip install shopify-merchant-scraper

from shopify_merchant_scraper import scrape

items = scrape({}, token="YOUR_APIFY_TOKEN")
print(len(items), "results")
print(items[0])

Grab a free token at https://console.apify.com/account/integrations.

Input options

Field	Type	What it does
`startUrls`	array	Store URLs (optional)
`maxItems`	integer	Max Stores
`proxyConfiguration`	object	Proxy Settings

Common use cases

Build a fresh Shopify Store dataset for analysis or dashboards
Feed Shopify Store records into your own app, CRM or spreadsheet
Monitor changes on a schedule and get alerts via webhooks
Enrich leads or research with up-to-date Shopify Store data

Automation & export

Because it runs on Apify, you can schedule it, trigger it via webhook, and pipe results into Google Sheets, S3, Zapier, Make or n8n. Every run's dataset is downloadable as CSV, JSON, JSONL, Excel or XML.