E-commerce Scraping APIs

Marketplace data has its own shape: ASINs, variants, sellers, buy box winners, review pages that paginate forever. A general scraper can reach it, but a purpose-built endpoint returns it parsed, which saves a maintenance job every time a retailer changes its markup. This category grades APIs and datasets aimed at Amazon, Walmart, eBay, Shopify storefronts, and the rest of retail, including firms that sell a finished feed rather than an endpoint. Search result APIs are graded separately. We score marketplace coverage, how fast a parser is fixed after a site redesign, freshness of prices and stock, and whether the sample data matches what the paid plan returns.

  1. 1

    Amazon price tracking API covering 5+ billion products with historical price data, offer history, seller information, and deal detection via synchronous or asynchronous Python client.

  2. 2

    Amazon seller tool API exposing keyword research, sales estimates, share of voice, and product metadata across six major endpoints with pricing from $29 to $199 per month.

  3. 3

    A no-code web scraping platform that turns any website into a live API or spreadsheet, with 250+ prebuilt robots for Amazon, eBay, and other major retailers. Best for teams that want to extract product data, monitor prices, and track reviews without writing code.

  4. 4

    Comprehensive Amazon scraping API delivering structured product data, pricing, reviews, and seller intelligence across global marketplaces with enterprise-grade reliability and 99.9% accuracy.

  5. 5

    Full-service web scraping platform extracting product data, prices, and reviews from Amazon, Walmart, Target, and other major retailers with custom solutions and pre-built APIs.

  6. 6

    Multi-marketplace e-commerce scraping platform covering 30+ retailers including Amazon, Walmart, Target, and Costco, with dedicated APIs for search, product data, and reviews, billing only for successful requests.

  7. 7

    Free visual web scraper for ecommerce data extraction, founded 2013, handling pagination and dynamic content through point-and-click interfaces with paid plans for production use.

  8. 8

    Enterprise ecommerce data platform covering 500+ marketplaces with 99.9% accuracy, AI-powered analytics, and real-time price tracking for Amazon, Walmart, and beyond.

  9. 9

    Amazon data access platform offering REST, GraphQL, and MCP interfaces to 350 million products with real-time pricing, reviews, and sales estimates, requiring no seller approval and charging only for requests used.

  10. 10

    Enterprise data extraction service covering 11+ major ecommerce platforms including Amazon, eBay, Walmart, Best Buy, Etsy, Alibaba, AliExpress, with SLA-backed 99% accuracy, 1,500+ enterprise clients, and 10 billion+ records delivered.

  11. 11

    An AI-powered retail intelligence platform specializing in real-time price monitoring and competitive analytics across global retailers. Offers 99% product matching accuracy and 10-second refresh rates for brands and retailers tracking pricing strategy.

  12. 12

    Pioneer in data-as-a-service since 2009 offering real-time ecommerce data extraction from 20+ marketplaces with API delivery, AI-assisted quality checks, and enterprise compliance for pricing and competitive intelligence.

  13. 13

    Target-exclusive marketplace data API delivering product search, pricing, availability, and fulfillment intelligence through a straightforward JSON interface with affordable tiered pricing.

  14. 14

    ML-powered ecommerce scraper for Amazon, eBay, Walmart, and thousands of retail sites worldwide, handling complex parsing and dynamic content with real-time delivery.

  15. 15

    No-code ecommerce scraper with drag-and-drop builders, preset templates for Amazon and eBay, and 24/7 cloud extraction for product data, reviews, and pricing.

  16. 16

    A data API platform offering specialized ecommerce connectors for Amazon, Walmart, Target, eBay, and Home Depot, plus SERP data through Scale SERP and Value SERP. Best for developers building applications that need marketplace data at affordable, transparent pricing.

  17. 17

    Fully managed web scraping platform with 14+ years of experience serving Fortune 100 retailers, handling ecommerce data extraction with 99.95% uptime and compliance-first operations.

  18. 18

    German-based ecommerce data platform covering Amazon, Walmart, Zalando, and seven other marketplaces with real-time APIs, 20+ million daily calls, and pricing from free up to enterprise.

  19. 19

    An enterprise AI-powered data collection and commerce analytics platform that extracts pricing, product availability, and digital shelf data from major retailers. Designed for large brands and retailers who need structured competitive intelligence at scale.

  20. 20

    Amazon-focused product scraping API handling 85+ million daily requests with 98.2% success rate, built-in anti-blocking, and geo-personalization across multiple Amazon domains.

Frequently asked questions

What is the difference between a general scraper and an e-commerce scraping API?

A general scraper can reach any website but often returns raw HTML that requires constant maintenance when a retailer changes its layout. E-commerce scraping APIs are purpose-built to return structured, parsed data like ASINs, variants, and buy box winners immediately. This saves you from writing custom code every time a site updates its markup.

Can I find APIs that focus specifically on Amazon data?

Yes, several options on our list specialize in Amazon. Some provide historical price tracking and deal detection, while others focus on keyword research, sales estimates, or real-time product metadata. You can also find APIs that offer access to hundreds of millions of products through REST or GraphQL interfaces.

Are there options available if I don't want to write code?

Yes, there are no-code platforms available that turn websites into live APIs or spreadsheets using prebuilt robots. These are ideal for teams that want to extract product data without building a custom scraping infrastructure.

How do these services handle different retailers and marketplaces?

The selection ranges from niche APIs that focus on a single retailer, such as Target, to massive enterprise platforms covering hundreds of different marketplaces globally. Some providers offer specialized endpoints for search and reviews, while others use AI to ensure high product matching accuracy across various platforms.

How is pricing typically structured for these APIs?

Pricing varies widely depending on the provider's model. You'll find monthly subscription tiers, options where you only pay for successful requests, and enterprise-grade services that provide custom solutions. Some providers even offer tiered pricing to keep costs affordable for different scales of use.