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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.

Explore Web Data Scraping

The 5 Best LLM Scrapers (Tested & Ranked) in 2026

Web Data ScrapingJan 20

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.

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Web Data ScrapingJan 16

Best Google Shopping API Providers in 2026

It’s important to select the best Google Shopping API for brands and retailers looking to automate competitive price monitoring, track market demand trends, and collect structured product intelligence in a scalable way.

Web Data ScrapingJan 7

6 Best Lead Scraping Tools: Pricing & Performance Review

When choosing a lead scraper, think about how much data you need and whether the tool fits your budget and technical skills. You can find specialized social media bots, cloud platforms, and affordable desktop apps for local data extraction.

Web Data ScrapingDec 30

Large-Scale Web Scraping: Techniques & Challenges ['26]

We benchmarked leading web scraper APIs with 12,500 requests to e-commerce platforms and search engines. Then, we tested the reliability of the underlying services (i.e., residential proxies) with 5,000 and 100,000 parallel requests. Based on these experiences, we outline how to efficiently and ethically scrape large-scale data.

Web Data ScrapingDec 25

Is Web Scraping Legal? Laws, Ethics, and Best Practices

If you’re scraping the web, you’ve likely seen how it has benefited your business. However, as of 2026, the legal landscape has shifted dramatically.  While historical cases focused on “unauthorized access,” new landmark lawsuits involving AI training and technical circumvention are redrawing the lines of what is permissible. See below for the most recent web scraping lawsuits (including the Reddit v. Perplexity and NYT v.

Web Data ScrapingDec 22

6 Best CAPTCHA Solving Services for Web Scraping [2026]

When automated processes encounter a CAPTCHA, they are typically halted and require human intervention to proceed. CAPTCHA-solving services resolve CAPTCHAs so the user’s automation can proceed without their involvement.

Web Data ScrapingDec 18

Best 12+ AI Web Scraping Tools You Should Know in 2026

We’ve categorized AI web scraping tools into the three main groups based on their technical complexity and intended audience.

Web Data ScrapingDec 9

Roadmap to Web Scraping: Benchmark Results from 30M Requests

We crawled more than 30 million web pages using more than 50 products from 6 leading web data infrastructure companies. This massive undertaking enabled us to assess critical performance metrics, including success rates, latency, and stability at scale. Our goal was to determine which solutions truly handle the complexities of enterprise-level scraping.

Web Data ScrapingNov 28

Crunchbase Scraper Guide (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.

Web Data ScrapingSep 30

Web Scraping JavaScript vs Python: Which Is Better? ['26]

Python and JavaScript are the two most popular languages for web scraping tasks. In this guide, we’ll not only compare Python and JavaScript for web scraping, we’ll also walk through complete tutorials for each language, from setup to data extraction and saving results.

Web Data ScrapingSep 29

Top 10 Alternative Data Use Cases for Investment in 2026

Investors are always searching for new sources of data that can provide an edge in their investment strategies. Alternative data can provide unique, non-public insights into companies, industries, and markets.