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I Tried Every Way to Scrape Amazon in 2026. Here is What Actually Works
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This story was originally published on HackerNoon at: https://hackernoon.com/i-tried-every-way-to-scrape-amazon-in-2026-here-is-what-actually-works.
I tested every way to scrape Amazon in 2026 — plain requests, Selenium, Playwright, free proxies, paid proxies.
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Plain requests get blocked immediately. Free proxies are useless. Selenium and Playwright solve JavaScript rendering but are detectable as headless browsers. Residential proxies with BeautifulSoup finally work, but you trade the blocking problem for selector maintenance — and Amazon changes its DOM without warning. A managed scraping API that handles proxies, CAPTCHA, and AI-based extraction is the only approach that solves all three problems at once.