Web Data Scraping
Web data scraping refers to the methodologies, and tools for programmatically extracting structured data from websites, such as DOM parsing, API interaction, and headless browser automation.
Top 5 Indeed Web Scrapers Compared
We benchmarked 5 web scraping providers on Indeed job postings with 2,500 requests, measuring success rate, completion time, and metadata output. You can read our benchmark methodology for more details on our testing process. Bright Data was the only provider to return structured JSON for Indeed, delivering 25 parsed fields per job posting. The other…
Is Web Scraping Legal? Laws & Best Practices
Legal regulations have changed in the web scraping market. While litigation once focused on unauthorized access, new lawsuits related to AI training and technical workarounds are shaping acceptable practices. Disclaimer: Our work is for informational purposes and not legal advice; please get professional legal advice for specific guidance. Web scraping is legal if you scrape…
We Tested the Best SERP Scraper APIs
We benchmarked the leading SERP providers using 18,000 live requests across Google, Bing, and Yandex. See the top 6 providers outperforming in our speed and data richness tests: Compare providers’ median response time and the average number of fields that they returned in our benchmark: 1,200 queries were used in this benchmark, including a total…
Top 5 Free Chrome Extensions for Web Scraping
A Chrome web scraper extension enables you to collect data such as text, tables, links, images, and lists directly from your browser. Many extensions offer no-code workflows, AI-powered field detection, scheduled scraping, Google Sheets exports, and page-change monitoring. Compare the popular web scraper Chrome extensions by their key capabilities, export options, ease of use, and…
Large-Scale Web Scraping: 7 Providers Benchmarked
We ran two benchmarks against live websites, from 5 to 5,000 concurrent requests. The first sent 260,000 requests through four web unblockers across the Tranco top 10,000 domains, plus a markdown extraction test on 10,000 URLs. The second fetched 65,000 product and search pages from each of five scraping providers across 100 e-commerce domains. Metrics…
Best Google Shopping APIs
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…
Best Glassdoor Datasets
Glassdoor datasets offer useful insights into job listings, employer reviews, and salaries, but they are not the exclusive source of labor-market or employer-brand data. We review the four top providers of Glassdoor datasets: Bright Data, Coresignal, Oxylabs, and Actowiz. Our evaluation covers each provider’s dataset structure, extraction techniques, update schedules, delivery options, and pricing models.…
Top 6 Apple App Store Scrapers: Bright Data, SerpAPI & Zyte
We benchmarked 6 web scraping providers against 1,000 Apple App Store pages, for a total of 6,000 requests, and measured success rate, completion time, and the number of metadata fields each provider returned. Since all providers achieved 100% success rates, we focused our comparison on the number of metadata fields returned and end-to-end response times.…
Top 5 Job Posting Scraper APIs Compared
We benchmarked 5 leading web scraping providers across 5 major job platforms by running 12,500 requests in total, then measured each provider’s success rate, completion time, and metadata output. You can read benchmark methodology section for more details on the testing process = supported, returns HTML = supported, returns structured data = no data returned…
Top 10 Open Source Web Crawlers for LLM & AI
Recent advances in generative AI have reshaped what developers need from web crawlers. Agentic crawlers now use natural-language prompts to select links rather than fixed rules, and produce token-efficient markdown natively. At the same time, the classic frameworks for large-scale batch crawling remain irreplaceable for enterprise and research use. Language: Python | License: Apache 2.0…