Guide Shows How to Scrape Amazon Product Data, Variations and Seller Offers in Python

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A DEV Community tutorial explains how to build Python scrapers for Amazon product pages despite its AWS WAF bot protection, which often blocks plain requests from cloud servers with CAPTCHAs or 503 errors. The guide covers three tools: one that extracts product name, price, stock status, rating and image, another that collects every product variation with its own price, and a third that gathers all seller offers for an ASIN. The scrapers use requests, BeautifulSoup and csv, routing traffic through the Scrape.do Amazon endpoint with a fixed US ZIP code, since prices and stock depend on delivery location. The author notes that the setup worked without rendering or premium proxies when retested in October 2026, and that out-of-stock items are deliberately recorded with no price.

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