Data
Data is the fundamental resource that powers business operations and drives strategic decisions. We cover modern data practices, including data as a service (DaaS) for companies, data transformation challenges, and data management use cases. Our coverage also includes training data platforms, best practices for data commercialization and versioning, and the critical role of data curation.
Explore Data
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…
Best Proxy Manager Tools in 2026: Nginx, Docker & Switchers
Proxy manager refers to two different tool types: Reverse-proxy managers route inbound traffic to self-hosted services and handle SSL. Nginx Proxy Manager is the most common example. Forward-proxy switchers and managers route outbound traffic through proxy IPs, and include browser extensions, desktop apps, and provider-side managers used for web scraping. Proxy manager comparison table ProviderTypeProtocolsPlatformLicense…
Top 3 Synthetic Document Generators Benchmarked
Synthetic document generators create annotated, realistic document images that help train and evaluate machine learning models without relying on large, manually labeled datasets. We benchmark 3 synthetic document generators, Genalog, DocCreator, and Tonic Textual, by creating more than 2,500 synthetic documents, comparing their effectiveness in realistic layouts, accurate numerical data, and training datasets for document…
Mac Proxy Settings: How to Set Up, Disable & Fix
Mac proxy settings control how your device routes traffic through an intermediary server. Learn how to configure a proxy in macOS, how to turn it off, and how to confirm one is active. Steps apply to macOS 26 (Tahoe) and macOS 15 (Sequoia). On macOS 12 (Monterey) and earlier, the menu is named System Preferences…
Compared the Best Web Scraping Tools in 2026
We cover 13+ of the top web scraping tools, split into two categories: API-based scraping services: managed APIs with built-in proxies and anti-bot handling. No-code / visual scrapers: point-and-click interfaces for non-developers. For the API-based tools, we ran 12,500 real requests across 3,000+ URLs, covering e-commerce, SERP, and social media, to measure success rates and…
Top 3 Prolific Alternatives in 2026
We analyzed Prolific’s top alternatives by comparing participant ratings, crowd size, payment terms, and verified platform data. The right alternative depends on whether you’re a worker looking for tasks or a research buyer looking for data the tradeoffs differ significantly between the two. Prolific alternatives for participants (workers) Prolific alternatives for buyers (customers) Prolific alternatives…
Benchmarked the 10 Best Datacenter Proxy Providers
We evaluated the top 5 datacenter proxy providers using 15,000 requests to assess speed, reliability, and cost across search, e-commerce, and social media sites. The top performers are listed below: Whether you’re looking to buy datacenter proxies for web scraping or automation tools, or need a shared datacenter proxy plan for smaller projects, our benchmarks…
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. Pros and cons of the best Python scraping libraries BeautifulSoup BeautifulSoup is a Python library for parsing HTML and XML…
Top 6 Food Delivery Scrapers: Benchmark & Use Cases
We benchmarked 6 web scraping providers to see how they handle food delivery data scraping, sending 12,000 requests in total across the top 4 food delivery platforms, and measured success rate, completion time, and metadata coverage. Food delivery data scraping benchmark overall results See the benchmark methodology section for more details on the testing process.…
Web Scraping Roadmap in 2026: Insights from 30M Requests
We scraped more than 30 million web pages using 50+ products from six web data infrastructure companies. We benchmarked these tools to see how well they handle enterprise web data use cases: Web data collection benchmark results VendorAPI Coverage*Unblocking RateDynamic ScraperPrice**Reliability Bright Data89%98%✅3.0High Decodo53%96%❌2.8Normal Oxylabs37%95%✅3.9High Apify63%N/A❌6.3Normal Zyte32%97%✅1.5***N/A*** NetNut11%N/A***❌3.0Normal Notes on the benchmark table: * Represents…