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.
E-Commerce Scraper: 4 Providers Benchmarked
We benchmarked four web data providers across 100 e-commerce domains, fetching 65,000 product and search pages each at 5 to 5,000 concurrent requests. Averaged across concurrency levels, Bright Data reached the highest success rate (76%) at a 16-second median. Apify recorded the highest median response time at 46 seconds. Response time is reported as the…
eBay Scraping: Top 6 Providers Compared
We benchmarked eBay across 4 web scraping providers, totaling 1,400 requests over search and product pages of 7 eBay country sites, measuring both success rate and end-to-end completion time. You can read more about our benchmark methodology. Because only Bright Data and Apify returned structured JSON, they were the only providers whose output could be…
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. You can read benchmark methodology section for more details on the testing process. Bright Data achieved the highest average success rate at 78% across all five review platforms and…
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. Google’s official Merchant API is designed to manage Merchant Center and product data programmatically, while third-party APIs such as SerpApi are used to scrape public Google Shopping…
Top 6 Food Delivery Scrapers: Benchmark & Use Cases
We benchmarked 6 web scraping providers to see how they handle food delivery data scraping, sending 12,000 requests in total across the top 4 food delivery platforms, and measured success rate, completion time, and metadata coverage. See the benchmark methodology section for more details on the testing process. Different platforms expose different layers of data,…