Shopify Scraper

MrScraper only accesses publicly available product catalogs, prices, descriptions, and stock statuses displayed openly on public storefronts. Collecting publicly accessible e-commerce data does not violate the CFAA under established legal precedents (including *hiQ Labs v. LinkedIn*), provided scrapers do not bypass password-protected consumer accounts, checkout pages, or private administrative portals. Review our guide on [is web scraping legal](https://mrscraper.com/blog/is-web-scraping-legal) for operational compliance.

Shopify offers GraphQL and REST Admin and Storefront APIs, but access is strictly limited to authenticated store owners and registered private apps managing their own store data. Shopify does not provide a public search API or cross-merchant directory for market research or competitor monitoring. Developers use MrScraper to **scrape Shopify** storefronts externally without needing merchant credentials, partner contracts, or store admin permissions.

Many Shopify stores use Cloudflare bot protection, IP rate limiting, and browser fingerprinting that immediately serve HTTP 403 Forbidden pages or Turnstile challenges to datacenter IPs (AWS, GCP, DigitalOcean). MrScraper eliminates blocking by routing requests through authentic rotating residential proxies and managing TLS handshakes, headers, and headless rendering automatically.

You can extract product titles, handles, unique product and variant IDs, SKUs, vendor/brand names, product types, tags, clean text descriptions, HTML descriptions, all variant options (sizes, colors, materials), current prices, compare-at prices (MSRP/discounts), stock availability, high-resolution product image URLs, collection assignments, and publication dates.

Every account includes [1,000 free Plan Tokens](https://app.mrscraper.com/auth/signup) per month with no credit card required. Paid plans start at $199/month for 200,000 Plan Tokens on Scraper Pro, with pay-as-you-go overages at $0.001 per token and residential proxy bandwidth starting from $2.50/GB. Visit our [pricing page](https://mrscraper.com/pricing) to view detailed tier options.

Yes. You can paste any Shopify storefront or collection URL into the MrScraper dashboard and use ScrapeGPT to automatically map fields with natural language prompts, or use the visual point-and-click selector. You can schedule recurring scrape runs to export CSV or JSON files, or reference our [developer documentation](https://docs.mrscraper.com/docs/getting-started/overview) for API integration.

Yes, MrScraper works across any public Shopify storefront globally, whether it runs on a standard `.myshopify.com` domain or a custom branded domain (such as `allbirds.com` or `gymshark.com`). You can verify store compatibility in seconds by visiting `https://<domain>/admin`—if you see a Shopify login page, the store is compatible. Note that stores behind password-protected launch screens or private B2B login gates cannot be accessed.

You can monitor competitor Shopify stores by setting up recurring hourly or daily scrape jobs in MrScraper targeting competitor collection or catalog URLs. MrScraper tracks new product launches, variant restocks, and price reductions over time, sending alerts via webhooks or exporting refreshed datasets directly to Amazon S3 or Google Sheets. Explore more retail scraping templates in our [marketplace hub](https://mrscraper.com/scrapers).