# Amazon Scraping Options

# Official Route: Amazon's Affiliate APIs

  • Creators API (opens new window) — Amazon Associates' current API for product data (the older Product Advertising API 5.0 is being phased out, deprecated May 2026). Free for approved Associates, scoped to affiliate/product-linking use cases rather than bulk data extraction.

# Commercial Scraping Services

Priced on usage and limited to publicly visible data — check current terms before committing to a plan.

# Open-Source Options

  • amazon-scraper-python (opens new window) — a non-official Python client for reading basic product info from Amazon listings.
  • PHPScraper itself can fetch and parse public Amazon product pages, but Amazon's bot detection means this is best combined with rotating proxies for anything beyond occasional lookups.

# Real-World Use Cases & Case Studies

  • Amazon Reviews'23 (opens new window) — a large-scale, publicly released dataset (hundreds of millions of reviews and product metadata) built from scraped Amazon data by UCSD's McAuley Lab. It's become a standard benchmark for recommender-systems and NLP research — a good example of scraped e-commerce data powering years of downstream academic work.