Data Solutions & Practices
Data is the fundamental resource that powers business operations and drives strategic decisions. We cover modern data practices and the tools, platforms, and approaches organizations use to manage, transform, and get value from their data.
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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 vendors with links…
How to Hide Your IP Address: 6 Methods Compared
Your IP address reveals your approximate proxy location and ISP and can be used to track you across sites. Six methods hide it, with different trade-offs in coverage, encryption, speed, and cost. A proxy server sits between one app (usually a browser) and the internet, forwarding requests under its own IP. Unlike a VPN, it…
How to Bypass CAPTCHA (reCAPTCHA & hCaptcha)
Modern CAPTCHA and human-verification systems use a mix of challenge-response tests, browser signals, server-side token validation, and adaptive challenges. Attempting to bypass CAPTCHA on third-party websites can violate the terms of service or trigger account or IP blocks. The better approach is to use official APIs, reduce request rates, or implement a modern bot-management solution…
Top Google Proxies: 2026 Benchmark
Google proxies have become essential infrastructure for extracting data from Google at scale. Whether you are tracking rankings across hundreds of locations, verifying ads, or feeding SERP data into an SEO platform. To find out which providers hold up under real load, we sent 5,000 requests to Google search results through residential IPs and measured…
GeoSurf Proxy Review: Capabilities & Current Competitors
GeoSurf has permanently ceased operations as of December 20, 2023, following a legal defeat against Bright Data in patent litigation. Subsequently, GeoSurf announced its shutdown and is directing its customers to Bright Data, exiting the proxy business by December 22, 2023. Because GeoSurf is no longer operating, readers should not use this page as a…
Geonode Proxies 2026: Pricing and Performance
Geonode is a budget residential, datacenter, and ISP proxy provider. It competes on price rather than pool size or built-in scraping tools. This review covers its pricing, features, performance, and main alternatives. Geonode offers residential proxies in two models, pay-as-you-go and unlimited, plus datacenter and ISP (static residential) proxies. Proxies support HTTP, HTTPS, and SOCKS5,…
Best Free Proxy Services in 2026
If you need a proxy without paying, we cover two free routes: We rank options by how often IPs refresh, protocol support (HTTP, HTTPS, SOCKS5), and access limits: If free proxies aren’t reliable enough, the cheapest paid options start at $6 for 10 GB of datacenter traffic. If you’re willing to create an account, several…
Best Facebook Proxies for Account Management
Scraping Facebook at scale is tough due to strong anti-bot protections. We tested the top proxy providers like Bright Data, Zyte, and Decodo. We checked how well they worked with Facebook profile pages, video descriptions, and post content. Here are our picks for the best Facebook proxy servers. * The smallest monthly subscription package for…
12 Best Cheap Residential Proxies in 2026
As AIMultiple’s CTO, I lead data collection from thousands of websites. To identify reliable residential proxy providers, we benchmark across 10 vendors and process 2,880 requests per day, or 86,400 over a 30-day period. While we analyze the main providers (both rotating residential proxies and static residential proxies) in detail further down, the table below…
Best Python Web Scraping Libraries
Based on my over a decade of software development experience, including my role as CTO at AIMultiple, where I led data collection from ~80,000 web domains, I have selected the top Python web scraping libraries. BeautifulSoup is a Python library for parsing HTML and XML and extracting data from web pages. It sits on top…