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E-Commerce & SaaS Product Catalog / Price Extractor
E-Commerce & SaaS Product Catalog / Price Extractor is a paid API for AI agents from preflight.agentdiet.dev, paid per call via MPP, $0.02/call, status unknown (last checked 2026-10-21).
Extracts normalized product catalogs, live prices, variants, and availability from any online store URL
Price / call$0.02
Success—
StatusUnknown
How this service works
Extracts normalized product catalogs, live prices, variants, and availability from online stores. (Live x402 v2, IETF MPP & MCP endpoint at https://preflight.agentdiet.dev/v1/product-scraper)
Output
Returns a normalized, structured object containing the store's product catalog — including product names, descriptions, prices, variants (size, color, etc.), availability/stock status, and any other discoverable product metadata — scraped live from the provided store URL.
Example use cases
Competitor pricing intelligence
“Grab all the products, prices, and variants from my competitor's Shopify store at allbirds.com — I want to see exactly what they're selling and how they're pricing everything right now.”
Dropshipping product discovery
“Extract the full product catalog from printful.com including all variants and current prices so I can decide which items to list in my own store.”
Price monitoring for resale
“Pull all the current product listings and prices from supremenewyork.com — I want to see what's in stock and what everything costs before the drop.”
Technical details
Endpoint
GEThttps://preflight.agentdiet.dev/v1/product-scraper?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need structured, normalized product and pricing data extracted directly from a live e-commerce or Shopify store URL without needing to maintain your own scraper. It is ideal for competitive pricing research, product catalog aggregation, dropshipping research, or any agent workflow that needs to ingest a store's inventory programmatically. Prefer this over generic web scraping endpoints when the target is specifically a product store and you need structured fields like price, variants, and availability rather than raw HTML.
Side effects
- Store URL is invalid or unreachable — returns error indicating the URL could not be fetched
- Store uses bot protection or Cloudflare that blocks scraping — may return empty or partial results
- Non-e-commerce URL provided — returns empty catalog or error
- Store has no publicly listed products — returns empty product array
- Rate limits or payment failure — returns 402 or rate-limit error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| store_urlrequired | string | Shopify or e-commerce store URL to extract structured product & pricing data from |
Output
Schema · Response
{
"type": "object"
}Reviews
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