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.
5 Best Google Maps Scraper APIs in 2026: Tested & Ranked
To find the best Google Maps scraper, we benchmarked the top web scraping providers, Apify, Oxylabs, Octoparse, and SerpApi by running 100 searches for each. We tested 10 categories and analyzed 4,000 business listings. Google Maps scraping benchmark results Success rate of Google Maps scrapers Google Maps listing data was more accessible than Google Maps…
2026 Web Crawler Benchmark to Feed Websites to AI
We benchmarked four crawl APIs across three domains of varying difficulty at three max depth levels (5, 10, 20) with a 1,000-page limit, measuring crawl coverage, execution time, link discovery, markdown link quality, and title extraction accuracy. If you aim to: Turn web pages into structured data, see our guide on web scraping. Crawl entire…
5 Best Scraping Browsers in 2026 (Bright Data vs Oxylabs vs Zyte)
Scraping browsers handle the unblocking infrastructure, enabling users to interact with websites programmatically and extract data easily. We benchmarked the top scraping browsers on sites with login walls, infinite scroll, and strict anti-bot rules. We updated this guide to include the latest anti-bot evasion techniques (TLS 1.3 fingerprinting) and updated pricing models for Bright Data…
Top 6 LLM Scrapers: ChatGPT, Perplexity & Gemini
We benchmarked how the top LLM scraper providers, including Bright Data, Oxylabs, and Apify, perform at extracting outputs from LLM platforms such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider, repeating each prompt 10 times for consistency. The top-performing provider is detailed below. Multi-model support…
Benchmarked the Best Web Scraping APIs
We benchmarked the best web scraping APIs using 12,500 requests across 3,000+ real-world URLs in e-commerce, search engines (SERP), and social media. See the performance of tools: price per request, response time, success rate, and how much data each API actually returns. Web scraping API benchmark results The two charts below plot median response time…
Tested the Best SERP Scraper APIs in 2026
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: SERP scraper API benchmark results Compare providers’ median response time and the average number of fields that they returned in our benchmark: 1,200 queries were used in…
Remote Browsers: Web Infra for AI Agents Compared
AI agents rely on remote browsers to automate web tasks without being blocked by anti-scraping measures. The performance of this browser infrastructure is critical to an agent’s success. We benchmarked 8 providers on success rate, speed, and features. To do this, we executed 160 automated tasks, running 4 distinct scenarios 5 times for each service…
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…
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. Quick comparison table Web crawlerLanguage written…
Best Instagram Scrapers in 2026 to Scrape Instagram Data
Instagram remains one of the most aggressive platforms for blocking automated scraping due to advanced anti-bot measures like TLS fingerprinting and IP reputation checks. Whether you need a high-performance scraper API or a custom Python script, this guide evaluates the top tools, including Apify Instagram Scraper and Bright Data Instagram Scraper. The best Instagram scraper…