Standardized E-Commerce Data

Extract e-commerce data at scale

Paste any e-commerce URL. Get back a clean, standardized inventory with consistent field names — SKU, price, stock status, and more. Every time.

From chaos to consistency

Every e-commerce platform structures data differently. Click a platform to see how we normalize it.

Original format from amazon.com:

Amazon API Response

{
  "ASIN": "B09V3KXJPB",
  "parentASIN": "B09V3K8HCN",
  "productTitle": "Apple AirPods Pro",
  "priceAmount": 249.99,
  "priceCurrency": "USD",
  "availability": "In Stock",
  "categoryTree": "Electronics > Audio"
}

ShelfRun output — always the same:

Standardized Schema

{
  "product_id": "B09V3K8HCN",
  "variant_id": "B09V3KXJPB",
  "name": "Apple AirPods Pro",
  "price": 249.99,
  "currency": "USD",
  "in_stock": true,
  "category": "Electronics > Audio",
  "image_url": "https://m.media-amazon.com/...",
  "url": "https://amazon.com/dp/B09V3KXJPB"
}

Same fields, every time. Build your pipeline once, use it for every store. No more custom parsers.

Standard fields included in every extraction:

product_id: string

variant_id: string

name: string

price: number

currency: string

in_stock: boolean

category: string

image_url: string

url: string

50+

Platforms supported

100%

Field standardization

<3s

Per product

Why teams choose ShelfRun

Stop writing custom scrapers for every store. Get standardized data and focus on what matters.

One schema, any store

Amazon, Shopify, WooCommerce, custom sites — we normalize everything into the same clean format.

Never get blocked

Rotating proxies and smart fingerprinting handle the anti-bot stuff. You just get data.

Set it and forget it

Schedule hourly, daily, or weekly runs. Wake up to fresh inventory data in your inbox.

JSON or CSV, your choice

Download instantly or pipe directly to your database. No reformatting needed.

Try it with any store URL

Paste a URL, get standardized JSON back. See for yourself how simple it is.