Shopify Products & Store Leads Scraper — Catalog Export

Shopify products scraper / Shopify store leads API to extract any public Shopify store catalog: product titles, prices, variants, images, vendors and product types — plus an optional store summary for ecommerce lead gen and competitor research.

Ideal if you need a Shopify catalog export, Shopify products.json scraper, multi-store ecommerce leads, or price monitoring across Shopify merchants.

For users
Most Shopify stores expose /products.json without proxy.
If you get 403, turn Apify RESIDENTIAL ON and retry.
Sites that are not Shopify (or hide the catalog) return 404 — that is expected.

Why this Actor: Multi-store batch · Public API (no Admin token) · Variants + summary · Collection filter · Ecommerce-ready schema

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Table of contents

1. What this Actor does
2. What you get
3. Features
4. Input
5. Output examples
6. Output fields
7. Quick start (API)
8. Use cases
9. Limitations
10. FAQ
11. Keywords

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What this Actor does

Step	Action
1	Normalize each store URL / domain
2	Call public GET /products.json (or /collections/{handle}/products.json)
3	Paginate (limit=250, page=N) until maxProducts
4	Push product rows + optional store_summary

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What you get

Products

• Title, handle, vendor, product type, tags
• Min / max price across variants
• Availability, image, product URL
• Optional nested variants (SKU, options, prices)

Store summary

• Product count scraped
• Top vendors & product types
• Price band for lead scoring

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Features

Capability	Detail
Any Shopify storefront	Custom domain or *.myshopify.com
Batch stores	Multiple URLs in one run
Collection filter	Optional collectionHandle
No Admin token	Uses public storefront JSON
Lead-friendly	store_summary row per store

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Input

Field	Required	Description
storeUrls	Yes	Store URLs or domains
collectionHandle	No	e.g. sale, mens
maxProducts	No	Per store (default 100)
includeVariants	No	Default true
includeStoreSummary	No	Default true
proxyConfiguration	No	RESIDENTIAL if 403

Example

{
  "storeUrls": ["https://allbirds.com", "gymshark.com"],
  "maxProducts": 50,
  "includeVariants": true,
  "includeStoreSummary": true
}

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Output examples

Product

{
  "recordType": "product",
  "storeDomain": "allbirds.com",
  "productId": "1234567890",
  "handle": "wool-runners",
  "title": "Wool Runners",
  "vendor": "Allbirds",
  "priceMin": 98.0,
  "priceMax": 98.0,
  "available": true,
  "variantsCount": 8,
  "productUrl": "https://allbirds.com/products/wool-runners"
}

Store summary

{
  "recordType": "store_summary",
  "storeDomain": "allbirds.com",
  "productCount": 50,
  "vendors": ["Allbirds"],
  "productTypes": ["Shoes", "Apparel"],
  "priceMin": 9.0,
  "priceMax": 168.0
}

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Output fields

Type	Fields
product	productId, handle, title, vendor, productType, tags, priceMin, priceMax, available, variantsCount, imageUrl, productUrl, variants?
store_summary	productCount, vendors, productTypes, priceMin, priceMax

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Quick start (API)

from apify_client import ApifyClient

client = ApifyClient("<YOUR_TOKEN>")
run = client.actor("YOUR_USERNAME/shopify-products-store-leads").call(
    run_input={
        "storeUrls": ["https://allbirds.com"],
        "maxProducts": 40,
        "includeStoreSummary": True,
    }
)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

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Use cases

• Competitor catalog & price monitoring
• Ecommerce lead lists (store + assortiment size)
• Dropship / supplier product discovery
• Brand assortment audits across markets

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Limitations

• Only works on Shopify storefronts with public products.json.
• Password-protected / headless-custom stores may block the endpoint.
• Currency is often missing on public JSON (prices are store-default).
• Respect each merchant’s Terms of Service and robots policy.

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FAQ

Is this the Admin API?
No — it uses the public storefront products.json (no access token).

403 / blocked?
Enable Apify RESIDENTIAL proxy and retry.

404?
Domain is likely not Shopify, or the catalog endpoint is disabled.

One collection only?
Set collectionHandle (e.g. bestsellers).

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Keywords

shopify scraper, shopify products, shopify products.json, shopify store leads, shopify catalog export, ecommerce product scraper, shopify competitor research, shopify variants api