Shopify Products Scraper API + AI Tagging

Shopify Products Scraper at a glance: data from the store's public Shopify products.json catalog feed · no login, no browser, no proxies · $1 per 1,000 products · optional AI with your own key · JSON, CSV, Excel export, API and MCP ready

What does the Shopify Products Scraper do?

Scrape every product from any Shopify store: titles, prices, compare-at prices and discounts, variants, SKUs, stock status, images, tags, vendors and product types. Turn on the optional AI tagging to add a Google product category, attributes, target audience, SEO keywords and an SEO score with tips for each product.

The Actor uses the store's public products.json catalog feed, which Shopify serves on every storefront. There is no browser, so it is very fast and cheap.

Why this Shopify scraper?

• Any Shopify store: paste a store URL or a collection URL
• Full catalog: paginates through thousands of products
• Price intelligence: priceMin, priceMax, compareAtMax, discountPct and onSale on every product
• Filters: only in stock, only on sale, one collection
• AI enrichment: category taxonomy, attributes, keywords and SEO scoring, using your own LLM key
• Polite by default: built-in request delay and graceful handling of stores that disable the feed

Use cases

• Competitor price monitoring and discount tracking
• Product research for dropshipping and e-commerce
• Catalog migration or feed creation (Google Shopping, Meta catalogs)
• SEO audits of product titles and descriptions at scale
• Market analysis of assortments, vendors and price ranges across many brands

How to use the Shopify Products Scraper

1. Click Try for free (or Start) on this page and sign in to Apify.
2. Paste one or more Shopify store URLs or collection URLs.
3. Optionally keep only in-stock or on-sale products and set a maximum per store.
4. Optionally enable AI tagging and paste your OpenAI or OpenRouter key.
5. Click Start, then download results as JSON, CSV or Excel, or fetch them via the API.

Input

Field	Description
storeUrls	Store URLs (https://www.allbirds.com) or collection URLs (https://store.com/collections/sale)
collectionHandle	Optional: scrape just one collection on every store
onlyAvailable / onlyOnSale	Filters
includeVariants / includeDescription	Control the output size
maxProductsPerStore / maxProductsTotal	Limits (default 1,000 / 10,000)
delayMs	Delay between requests (default 500 ms)
enableAi, llmProvider, llmApiKey, llmModel	Optional AI tagging with your own key

{ "storeUrls": ["https://www.allbirds.com"], "onlyOnSale": false, "maxProductsPerStore": 500 }

Output example

One row per product, straight from the store's public Shopify products.json catalog feed:

{
  "store": "allbirds.com",
  "storeUrl": "https://www.allbirds.com",
  "productId": 7340901859408,
  "handle": "womens-allbirds-flip-flop-dusty-pink",
  "title": "Women's Allbirds Flip Flop - Dusty Pink",
  "vendor": "Allbirds",
  "productType": "Shoes",
  "tags": [
    "allbirds::carbon-score => undefined",
    "allbirds::cfId => color-a4d5d0f6620dc304306f503bf67bc5f9"
  ],
  "priceMin": 50,
  "priceMax": 50,
  "compareAtMax": null,
  "discountPct": null,
  "onSale": false,
  "available": true,
  "variantsCount": 7,
  "options": [
    {
      "name": "Size",
      "values": [
        "5",
        "6"
      ]
    }
  ],
  "images": [
    "https://cdn.shopify.com/s/files/1/1104/4168/files/A12513_26Q2_Allbirds-Flip-Flop-Dusty-Pink_PDP_LEFT.png?v=1774646345",
    "https://cdn.shopify.com/s/files/1/1104/4168/files/A12513_26Q2_Allbirds-Flip-Flop-Dusty-Pink_PDP_BACK.png?v=1774646345"
  ],
  "mainImage": "https://cdn.shopify.com/s/files/1/1104/4168/files/A12513_26Q2_Allbirds-Flip-Flop-Dusty-Pink_PDP_LEFT.png?v=1774646345",
  "createdAt": "2026-03-27T14:03:50-07:00",
  "publishedAt": "2026-09-25T16:58:13-07:00",
  "updatedAt": "2026-10-31T08:02:53-07:00",
  "productUrl": "https://www.allbirds.com/products/womens-allbirds-flip-flop-dusty-pink",
  "variants": [
    {
      "id": 42146889039952,
      "title": "5",
      "sku": "A12513W050",
      "price": 50,
      "compareAtPrice": null,
      "available": false,
      "option1": "5",
      "option2": null,
      "option3": null,
      "grams": 455,
      "requiresShipping": true
    },
    {
      "id": 42146889072720,
      "title": "6",
      "sku": "A12513W060",
      "price": 50,
      "compareAtPrice": null,
      "available": false,
      "option1": "6",
      "option2": null,
      "option3": null,
      "grams": 492,
      "requiresShipping": true
    }
  ],
  "descriptionText": "Sun on your feet. Comfort underneath. Light, easy, and made for warm weather, these flip flops bring everyday comfort to sunny days, beach walks, and everyth...",
  "scrapedAt": "2026-10-31T15:03:34.235Z"
}

With AI turned on, each product also gets an ai object: category, attributes, targetAudience, keywords[], seoScore, seoTips[] and summary.

How much does it cost?

This Actor uses pay per event pricing: you pay only for results saved to your dataset, with no monthly fee. Apify platform compute is included.

Event	Price
Product scraped	$0.001 per product ($1 per 1,000)
AI-tagged product	$0.002 per product (plus your own LLM tokens)

Examples

• 1,000 products: $1
• 10,000 products: $10
• 1,000 products with AI: $3 plus your LLM tokens (typically cents with gpt-4o-mini)

Apify's Free plan includes $5 of monthly usage, enough for about 5,000 products without AI. Set Maximum cost per run in the run options to cap spend; the Actor stops cleanly at the limit.

Use it via API, Python, n8n, Make or AI agents

Run the Actor and get results in one call (replace <APIFY_TOKEN> with your token):

curl -X POST "https://api.apify.com/v2/acts/data-drip~shopify-products-ai/run-sync-get-dataset-items?token=<APIFY_TOKEN>" \
  -H 'Content-Type: application/json' \
  -d '{"storeUrls": ["https://www.allbirds.com"], "maxProductsPerStore": 500}'

from apify_client import ApifyClient

client = ApifyClient('<APIFY_TOKEN>')
run = client.actor('data-drip/shopify-products-ai').call(run_input={"storeUrls": ["https://www.allbirds.com"], "maxProductsPerStore": 500})
for item in client.dataset(run['defaultDatasetId']).iterate_items():
    print(item)

• Schedules: run it hourly, daily or weekly from Apify Schedules.
• Integrations: send results to Google Sheets, Slack, Zapier, Make, n8n or a webhook.
• AI agents (MCP): add data-drip/shopify-products-ai as a tool in the Apify MCP server (https://mcp.apify.com) for Claude, Cursor and other MCP clients.

Limitations

• Works only on Shopify storefronts that keep the public catalog feed enabled.
• Exact inventory quantities are not exposed by the feed; you get in-stock status per variant.
• Product reviews are not included.

FAQ

Is it allowed? The Actor reads the public product catalog that Shopify stores publish at /products.json, which their robots.txt permits. It collects no customer or personal data.

Some stores return 0 products? A few stores disable or block the public catalog feed, or the site is not on Shopify. The Actor logs this and moves on, and you are not charged.

How do I find out if a site uses Shopify? Open https://<store>/products.json in your browser. If you see JSON, it works.

Do I need an AI key? No. Without a key the Actor runs as a fast, plain scraper and you pay only for results. To turn on AI, paste your own OpenAI or OpenRouter key into the LLM API key field. It is stored as an encrypted secret input and only used to call the provider you picked. LLM tokens are billed by your provider, not by us.

Which models work? The default is gpt-4o-mini, or openai/gpt-4o-mini on OpenRouter. Any chat model that supports JSON output works. Set it in LLM model.

Can I schedule it? Yes. Use Apify Schedules (for example daily) and connect the dataset to Google Sheets, Slack or a webhook to get only fresh products.

How do I get help or request a feature? Open an issue on the Actor's Issues tab.

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