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.
Crunchbase Scraper (Python): Tutorial & Benchmark
Crunchbase is protected by Cloudflare’s enterprise-grade anti-bot system, which blocks most automated scrapers. Even advanced tools like Selenium often return 403 errors or endless “Just a moment…” pages. Learn how to scrape Crunchbase with Python: setting up your environment, using a web unlocker to bypass restrictions, and extracting data from Crunchbase search results and company…
Top 10 Alternative Data Use Cases for Investment
Investors are always seeking new sources of data to gain an edge in their investment strategies. Alternative data can provide unique, non-public insights into companies, industries, and markets. Explore why alternative data is important for investment, the top 10 alternative data use cases, and more: Alternative data use cases for investment Social media data 1.…
Best Airbnb Scrapers: Bright Data, Apify & Oxylabs
We tested six web scraping providers on Airbnb, sending a total of 1,500 scrape requests across all providers. Each provider was given the same set of vacation rental listing URLs and measured on completion time, success rate, and available metadata fields per listing. Airbnb scraping benchmark You can read our benchmark methodology for more details…
Top 6 LLM Scrapers in 2026
We ran a benchmark to compare how top LLM scraper providers like Bright Data, Oxylabs, and Apify perform with models such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider with each prompt repeated 10 times for consistency. The top-performing provider is detailed below. Multi-model support…
Best LinkedIn Scrapers: Bright Data, Apify & PhantomBuster
We benchmarked the best LinkedIn scraper tools using 9,000 requests across posts, profiles, and job listings. This guide covers two main areas: Comparison of the top LinkedIn data scrapers Python tutorial for extracting LinkedIn posts, profiles, companies, and jobs. LinkedIn scraper API comparison LinkedIn scrapersTypePurposeStarting price/moFree trial Bright DataProxy-basedData collection platform$1.5 / 1K requests20 free…
Playwright vs Selenium: Differences & When to Use Each 2026
Playwright is a browser automation framework released by Microsoft in 2020. Selenium is an open-source project, active since 2004, that supports a wide range of browsers and languages. Playwright vs Selenium comparison table AspectPlaywrightSelenium Initial release20202004 MaintainerMicrosoftSeleniumHQ / open-source community Language supportJavaScript/TypeScript, Python, Java, .NET (C#)Java, Python, C#, JavaScript (Node.js), Ruby Browser supportChromium (Chrome/Edge), Firefox…
Best AI Web Scraping Tools in 2026 (Free & Paid)
AI web scrapers extract data by interpreting a page’s content rather than relying on fixed CSS selectors, so they keep working when a site changes layout. Compare the top tools on type, free tier, and pricing model. AI web scraping tools compared ToolTypePricing/Plan Type Bright DataAPIPaid (free trial) OxylabsAPIPaid (free trial) DiffbotAPIPaid (free trial) FirecrawlAPIFree…
The Best E-Commerce Dataset Providers of 2026
Paid dataset providers offer up-to-date, large-scale e-commerce data with defined coverage and regular updates, supporting applications like competitor price and stock-level tracking. In contrast, free e-commerce datasets are usually static and outdated, limiting their value for real-time decision-making, including dynamic repricing. Price comparison table of e-commerce datasets ProviderStarting price/moCustomizable plansFree trial Bright Data$250 for 100k…
Top 6 Video Scrapers: Tested & Ranked
We tested the top 6 video scraping providers to see how they handle video metadata on the top video platform, totaling 6,000 requests, and measured their success rate, response time, and metadata fields. Video scraping benchmark results To see how we calculated these metrics, read video scraping benchmark methodology. What data you can scrape from…
Best ScrapeBox Alternatives in 2026
ScrapeBox is a Windows and macOS desktop application used for SEO tasks such as search engine scraping, keyword harvesting, link building, comment posting, and backlink checking. However, it is a desktop GUI tool, not an API, and the cost is higher than that of once premium plugins, proxies, and a CAPTCHA service are added. So…
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. Is web scraping legal? Web scraping is…