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Every Shopify Store Ships a Public Product API – and Almost Nobody Uses It

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Every Shopify Store Ships a Public Product API

Every Shopify storefront exposes its entire catalog as JSON, on the store’s own domain, with no key and no login. A 50-product catalog pull is one HTTP request and finishes in single-digit seconds.

Why This Matters

Browser scraping a competitor’s store for price and stock data requires dozens of page loads through bot protection, making it slow, brittle, and costly. The documented Storefront API that Shopify themes themselves consume provides structured, parsed data willingly, eliminating the overhead of rendering the human version of the page. A significant minority of stores disable the endpoint, but for the millions that don’t, this is a free, high-fidelity feed.

Key Insights

  • API endpoint: GET https://gymshark.com/products.json?limit=250&page=1 returns catalog JSON on any Shopify store
  • Pagination is simple: ?limit=250&page=N stops when a page comes back short; no cursors or tokens needed
  • Stock availability per variant: variants[].available field diffed daily reveals what is selling out
  • Sale detection: compare_at_price field with a value higher than price signals a markdown
  • Launch tracking: published_at field polls first page sorted as-is to surface new arrivals immediately

Practical Applications

  • Competitor monitoring: Point a scraper at rival Shopify stores daily, diff datasets to track price changes, stockouts, and new launches
  • Catalog enrichment: Use variants[].sku to join catalogs across stores when a brand resells through multiple storefronts
  • Pitfall: tags field format varies across stores – some emit an array, some a comma‑joined string – so normalize before filtering on it

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