Shopify Store Scraper

Scrape products, collections, and customer reviews from any Shopify-powered store. Get prices, variants, descriptions, images, availability, and reviews from Yotpo, Judge.me, Stamped.io, and Okendo — no API key required.

What does Shopify Store Scraper do?

Shopify Store Scraper extracts product, collection, and review data from any Shopify store. Just provide a store URL and get structured data back:

• Products — Title, price, compare-at price, description, vendor, type, tags, variants (sizes/colors), images, and availability
• Collections — Title, description, product count, and images
• Reviews — Rating, author, review text, date, verified buyer status, and images. Auto-detects the review platform (Yotpo, Judge.me, Stamped.io, Okendo)

Works on any store built on Shopify — from small boutiques to major brands like Allbirds, Gymshark, and ColourPop.

Why scrape Shopify stores?

Shopify powers 4.8M+ online stores worldwide. Structured product and review data is valuable for:

• 💰 Price monitoring — Track competitor pricing and discount patterns
• ⭐ Review analysis — Analyze customer sentiment, ratings, and feedback trends
• 📊 Market research — Analyze product catalogs, pricing tiers, and inventory
• 🔍 Product discovery — Find new products and trending items across stores
• 📈 Competitive intelligence — Monitor competitor product lines and customer satisfaction
• 🏷️ Catalog building — Aggregate products from multiple stores for comparison sites
• 📦 Inventory tracking — Monitor stock availability across variants

Use cases

• E-commerce brands monitoring competitor catalogs, pricing, and customer reviews
• Dropshippers finding products and evaluating supplier quality via reviews
• Price comparison sites aggregating data from multiple stores
• Market researchers studying product trends, pricing, and customer sentiment
• Brand managers tracking how products are reviewed and priced by retailers
• Data analysts building e-commerce and review datasets

How to scrape Shopify stores

1. Go to Shopify Store Scraper on Apify Store
2. Enter one or more Shopify store URLs
3. Choose what to extract: products, collections, reviews, or all three
4. Set the max products and reviews limits
5. Click Start and wait for results
6. Download data as JSON, CSV, or Excel

Data you can extract

Product data

Field	Type	Description
title	string	Product name
price	string	Current price
compareAtPrice	string	Original/compare price
available	boolean	Whether in stock
vendor	string	Brand/vendor name
productType	string	Product category
description	string	Product description (text)
tags	array	Product tags
imageUrl	string	Main product image
imageCount	number	Total images
variantCount	number	Number of variants
variants	array	Size/color variants with prices and SKUs
options	array	Option names (e.g., Size, Color)
url	string	Product page URL
createdAt	string	When product was added
updatedAt	string	Last update date

Review data

Field	Type	Description
productTitle	string	Product being reviewed
author	string	Reviewer name
rating	number	Star rating (1-5)
title	string	Review title
body	string	Full review text
date	string	Review date
verifiedBuyer	boolean	Whether reviewer is a verified buyer
helpfulCount	number	Number of helpful votes
imageUrls	array	Review images uploaded by customer
reviewPlatform	string	Review platform (yotpo, judgeme, stamped, okendo)

Collection data

Field	Type	Description
title	string	Collection name
description	string	Collection description
productsCount	number	Products in collection
imageUrl	string	Collection image
url	string	Collection page URL

Input parameters

Parameter	Type	Default	Description
storeUrls	array	required	Shopify store URLs
scrapeProducts	boolean	true	Extract products
scrapeCollections	boolean	false	Extract collections
scrapeReviews	boolean	false	Extract customer reviews
maxProducts	integer	100	Max products per store
maxReviewsPerProduct	integer	50	Max reviews per product

Input example

{
    "storeUrls": ["https://www.allbirds.com"],
    "scrapeProducts": true,
    "scrapeReviews": true,
    "maxProducts": 50,
    "maxReviewsPerProduct": 20
}

Output example

Product

{
    "type": "product",
    "storeUrl": "https://www.allbirds.com",
    "productId": 7091688144976,
    "title": "Women's Tree Dasher 2 - Rustic Brown",
    "handle": "womens-tree-dashers-rustic-brown",
    "vendor": "Allbirds",
    "productType": "Shoes",
    "price": "99.00",
    "compareAtPrice": "140.00",
    "available": true,
    "imageUrl": "https://cdn.shopify.com/s/files/...",
    "imageCount": 5,
    "variantCount": 13,
    "variants": [
        {
            "variantId": 41814508675152,
            "title": "5",
            "sku": "TD2-WRBR-5",
            "price": "99.00",
            "available": true,
            "option1": "5"
        }
    ],
    "url": "https://www.allbirds.com/products/womens-tree-dashers-rustic-brown",
    "scrapedAt": "2026-03-11T12:00:00.000Z"
}

Review

{
    "type": "review",
    "storeUrl": "https://www.allbirds.com",
    "productId": 7091688144976,
    "productTitle": "Women's Tree Dasher 2 - Rustic Brown",
    "productUrl": "https://www.allbirds.com/products/womens-tree-dashers-rustic-brown",
    "reviewPlatform": "yotpo",
    "reviewId": "814862892",
    "author": "Katie L.",
    "rating": 2,
    "title": "narrow opening",
    "body": "Unfortunately these don't work for me. I have had Tree Dasher before...",
    "date": "2026-02-27T17:09:27.000Z",
    "verifiedBuyer": true,
    "helpfulCount": 0,
    "imageUrls": [],
    "scrapedAt": "2026-03-11T12:00:00.000Z"
}

Supported review platforms

The scraper auto-detects which review platform a store uses by visiting one product page:

Platform	Detection	API
Yotpo	Script loader URL or data-appkey	Public CDN API (JSON)
Judge.me	judge.me scripts, jdgm-widget elements	Public widget API
Stamped.io	StampedFn.init() or stamped.io scripts	Widget API with public key
Okendo	okendo.io scripts, data-oke- attributes	Storefront REST API

If a store uses a different review platform (e.g., Loox), reviews will be skipped with a warning.

How much does it cost to scrape Shopify stores?

Shopify Store Scraper uses pay-per-event pricing:

Event	Price
Run started	$0.005
Product extracted	$0.003 per product
Collection extracted	$0.001 per collection
Review extracted	$0.001 per review

Cost examples

Scenario	Items	Cost
50 products, no reviews	50	~$0.155
50 products + 10 reviews each	50+500	~$0.655
20 products + reviews from 3 stores	60+600	~$0.785

Apify's free plan includes $5/month — enough for ~1,600 products or ~5,000 reviews.

Using Shopify Store Scraper with the Apify API

Node.js

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });

const run = await client.actor('automation-lab/shopify-scraper').call({
    storeUrls: ['https://www.allbirds.com'],
    scrapeProducts: true,
    scrapeReviews: true,
    maxProducts: 50,
    maxReviewsPerProduct: 20,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
const products = items.filter(i => i.type === 'product');
const reviews = items.filter(i => i.type === 'review');
console.log(`${products.length} products, ${reviews.length} reviews`);

Python

from apify_client import ApifyClient

client = ApifyClient('YOUR_API_TOKEN')

run = client.actor('automation-lab/shopify-scraper').call(run_input={
    'storeUrls': ['https://www.allbirds.com'],
    'scrapeProducts': True,
    'scrapeReviews': True,
    'maxProducts': 50,
    'maxReviewsPerProduct': 20,
})

dataset = client.dataset(run['defaultDatasetId']).list_items().items
products = [i for i in dataset if i['type'] == 'product']
reviews = [i for i in dataset if i['type'] == 'review']
print(f"{len(products)} products, {len(reviews)} reviews")

cURL

curl "https://api.apify.com/v2/acts/automation-lab~shopify-scraper/run-sync-get-dataset-items?token=YOUR_API_TOKEN" \
  -X POST -H "Content-Type: application/json" \
  -d '{"storeUrls": ["https://www.allbirds.com"], "scrapeReviews": true, "maxProducts": 10}'

Integrations

• Scheduled runs — Monitor prices, inventory, and review trends daily
• Webhooks — Get notified when scraping completes
• Google Sheets — Export product catalogs and reviews to spreadsheets
• Slack — Alert on price changes or negative reviews
• Zapier / Make — Automate e-commerce data workflows
• Shopify → Google Sheets competitor catalog — Schedule weekly scrapes of competitor Shopify stores and auto-sync product catalogs to a spreadsheet for pricing analysis.
• Shopify reviews → Slack sentiment alerts — Get notified when a competitor receives negative reviews (rating < 3) so you can capitalize on their weak spots.

Tips

• 🏪 Any Shopify store works — If it's built on Shopify, you can scrape it
• ⭐ Review platform auto-detected — No need to specify which review app a store uses
• 📊 Compare prices — Use compareAtPrice vs price to find discounted items
• 📦 Track inventory — The available field shows real-time stock status per variant
• 🏷️ Filter by type — Use productType to categorize products, type field to separate products vs reviews
• 🔄 Monitor changes — Schedule daily runs and compare datasets to detect price/stock/review changes
• 🛒 Multiple stores — Scrape several stores in one run by providing multiple URLs

How to tell if a store uses Shopify

Add /products.json to any store URL. If it returns JSON product data, it's a Shopify store. For example: https://www.allbirds.com/products.json

Is it legal to scrape Shopify stores?

This scraper uses Shopify's public product API (/products.json) and publicly accessible review widget APIs. It only accesses data that is already visible to any store visitor. Always review individual store terms of service before large-scale data collection.

Use with AI agents via MCP

Shopify Store Scraper is available as a tool for AI assistants that support the Model Context Protocol (MCP).

Setup for Claude Code

$claude mcp add --transport http apify "https://mcp.apify.com"

Setup for Claude Desktop, Cursor, or VS Code

Add this to your MCP config file:

{
    "mcpServers": {
        "apify": {
            "url": "https://mcp.apify.com"
        }
    }
}

Example prompts

Once connected, try asking your AI assistant:

• "Scrape all products from this Shopify store"
• "Get product reviews from this Shopify store"
• "Find all collections and their products on this store"

Learn more in the Apify MCP documentation.

FAQ

How do I know if a store uses Shopify? Add /products.json to the store URL. If you get JSON data, it's Shopify.

Can I scrape any Shopify store? Most Shopify stores expose their product API by default. Some may have disabled it — those will return no results.

Which review platforms are supported? Yotpo, Judge.me, Stamped.io, and Okendo. The scraper auto-detects which platform a store uses. If a store uses a different platform, reviews will be skipped.

What about stores with thousands of products? The scraper paginates automatically. Set maxProducts high (up to 10,000) for large catalogs.

Does it include variant details? Yes — each product includes all variants with sizes, colors, SKUs, prices, and availability.

Can I scrape only reviews without products? Reviews require product data (IDs and handles), so products are always fetched. Set scrapeProducts: false and scrapeReviews: true to skip pushing product data to the dataset while still fetching reviews.

The scraper returns 0 products for a store I know is on Shopify. What happened? Some Shopify stores disable the public /products.json API endpoint. If the store returns a 401 or empty response at that URL, the scraper cannot extract products. This is a store-level setting that cannot be bypassed.

Why are reviews missing even though the store has them? The scraper supports Yotpo, Judge.me, Stamped.io, and Okendo. If the store uses a different review platform (e.g., Loox, Shopify native reviews), reviews will be skipped. Check the run log for a warning message indicating the detected (or undetected) platform.

Other e-commerce scrapers

• Amazon Scraper — Scrape product data and reviews from Amazon
• eBay Scraper — Extract listings and prices from eBay
• Walmart Scraper — Scrape product data from Walmart
• Target Scraper — Extract products and prices from Target
• Newegg Scraper — Scrape electronics and product data from Newegg