E-commerce Scraping
E-commerce scraping is the process of extracting data from online marketplaces and retail sites, such as product listings, pricing, availability, and reviews, to gain market intelligence, pricing strategy, and competition tracking. We benchmarked the top scrapers to evaluate their accuracy, speed, and ability to handle anti-bot protections.
Best Google Shopping APIs in 2026
Selecting the best Google Shopping API depends on whether a business needs to manage its own Merchant Center data or collect public Google Shopping results for market intelligence.
Review Scraping Benchmark: Bright Data, Oxylabs & Decodo
We tested 5 web scraping providers across 5 major review platforms for a total of 12,500 requests, and measured success rate, completion time, and metadata fields. Review scraping benchmark You can read benchmark methodology section for more details on the testing process.
7 Best Amazon Scrapers Ranked by Performance
Amazon’s anti-scraping technology is harder to bypass. To find out which tools actually work, we benchmarked top Amazon scraper APIs over 1,400 URLs from 7 Amazon domains and identified the most reliable and cost-efficient solutions.
Top 10 E-Commerce Scrapers in 2026: Benchmarked & Tested
Many e-commerce sites today are JavaScript-rendered, have anti-bot protections, and use regional versions (different domains, currencies). We benchmarked the leading scrapers across 1,700 URLs (including Amazon & Walmart) to measure speed, data accuracy, and cost.
Benchmarked the Top 5 Web Walmart Scrapers
We benchmarked the top Walmart scraper APIs to understand how they perform under real scraping workloads. Our test included 200 Walmart URLs from both product and search pages, with two request batches per URL, for a total of 2,000 requests across all providers.