Shopify Store Scraper

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Extract complete product data from any Shopify store — prices, variants, inventory, reviews, collections, currency, and more. Works on any store powered by Shopify including custom domains. No browser required. Fast, cheap, and reliable.

Features

• Scrapes any Shopify store by URL — no template or configuration needed
• Extracts full product catalog with descriptions, variants, images, and tags
• Store metadata — store name, currency, country auto-detected per store
• Price range — min_price and max_price across all variants
• Discount percentage calculated automatically from compare-at price
• Product timestamps — created_at, updated_at, published_at
• Reviews — auto-detects and scrapes from Judge.me, Yotpo, Stamped.io, Okendo, and Loox
• Average rating computed from fetched reviews
• Collections/categories — scrapes store collection hierarchy
• Filters — only available products, minimum discount %, created after date
• Option to output each variant as a separate row (great for price sheets)
• Handles pagination — scrapes the full catalog regardless of size
• No browser, no credentials required
• Pay Per Event pricing — you only pay per product scraped

Use cases

• Price monitoring — track competitor prices and sale discounts across Shopify stores
• Dropshipping research — products, reviews, and availability in one run
• Market research — analyze catalogs, categories, pricing trends, and review sentiment
• Inventory tracking — monitor stock and availability changes over time
• Discount hunting — filter to only products on sale above a threshold

Input

Output — Products

{
"record_type":"product",
"store_url":"https://allbirds.com",
"store_name":"Allbirds",
"currency":"USD",
"product_id":1234567890,
"title":"Tree Runner",
"handle":"tree-runner",
"vendor":"Allbirds",
"product_type":"Footwear",
"description":"Made from eucalyptus tree fiber...",
"tags":["sustainable","running"],
"price":"98.00",
"compare_at_price":"135.00",
"discount_percentage":27,
"min_price":"78.00",
"max_price":"118.00",
"available":true,
"variants_count":8,
"images":["https://cdn.shopify.com/..."],
"product_url":"https://allbirds.com/products/tree-runner",
"created_at":"2023-01-15T08:00:00-05:00",
"updated_at":"2026-06-01T12:00:00-05:00",
"published_at":"2023-01-15T10:00:00-05:00",
"reviews":[
{
"platform":"judgeme",
"author":"Jane D.",
"rating":5,
"title":"Best shoes I've ever owned",
"body":"Super comfortable right out of the box...",
"date":"2026-05-01T00:00:00Z",
"verified":true,
"helpful_votes":12,
"photos":[]
}
],
"review_count":1,
"average_rating":4.8,
"scraped_at":"2026-06-26T10:00:00.000Z"
}

With includeVariants: true

Each variant becomes its own row with all product fields plus:

{
"variant_id":9876543210,
"variant_title":"US 10 / Gray",
"sku":"TR-US10-GRY",
"price":"98.00",
"compare_at_price":"135.00",
"discount_percentage":27,
"available":true,
"inventory_quantity":14
}

Output — Collections (when scrapeCollections: true)

{
"record_type":"collection",
"store_url":"https://allbirds.com",
"collection_id":987654321,
"title":"Men's Shoes",
"handle":"mens-shoes",
"description":"Shop all men's shoes...",
"image_url":"https://cdn.shopify.com/...",
"products_count":24,
"collection_url":"https://allbirds.com/collections/mens-shoes"
}

Supported review platforms

How it works

Uses Shopify's public /products.json and /collections.json endpoints — available on every Shopify store without credentials. Paginates with limit=250 until the full catalog is retrieved. Store currency and name are auto-detected via /shop.json (with an HTML fallback for stores that block it). Reviews are fetched from the platform's public CDN API after detecting which review app the store uses.