DataFuel.dev vs. Unstructured Comparison Chart

Gaffa is a web scraping and browser automation API that gives developers full, real-browser control with a single API call no headless browsers, proxies, CAPTCHA handling, or scaling infrastructure to manage. JavaScript rendering is handled by default, so pages load exactly as they would for a real visitor. Gaffa supports web scraping, AI-powered structured data extraction, screenshot capture, PDF export, infinite-scroll handling, form filling, and converting any webpage into clean, LLM-ready Markdown for AI and RAG pipelines. A rotating residential proxy network ensures reliable access across geographies with automatic anti-bot bypass. Credits are charged only for actual browser execution time and bandwidth used, with no fixed infrastructure costs.

Bright Data is the world's #1 web data, proxies, & data scraping solutions platform. Fortune 500 companies, academic institutions and small businesses all rely on Bright Data's products, network and solutions to retrieve crucial public web data in the most efficient, reliable and flexible manner, so they can research, monitor, analyze data and make better informed decisions. Bright Data is used worldwide by 20,000+ customers in nearly every industry. Its products range from no-code data solutions utilized by business owners, to a robust proxy and scraping infrastructure used by developers and IT professionals. Bright Data products stand out because they provide a cost-effective way to perform fast and stable public web data collection at scale, effortless conversion of unstructured data into structured data and superior customer experience, while being fully transparent and compliant.

Apify is a full-stack web scraping and automation platform helping anyone get value from the web. At its core is Apify Store, a marketplace with over 10,000 Actors where developers build, publish, and monetize automation tools. Actors are serverless cloud programs that extract data, automate web tasks, and run AI agents. Developers build them using JavaScript, Python, or Crawlee, Apify's open-source library. Build once, publish to Store, and earn when others use it. Thousands of developers do this - Apify handles infrastructure, billing, and monthly payouts. Apify Store has ready-made Actors for scraping Amazon, Google Maps, social media, tracking prices, lead-gen, and more. Actors handle proxies, CAPTCHAs, JavaScript rendering, headless browsers, and scaling. Everything runs on Apify's cloud with 99.95% uptime. SOC2, GDPR, and CCPA compliant. Integrate with Zapier, Make, n8n, and LangChain. Apify's MCP server lets AI like Claude dynamically discover and use Actors

Oxylabs is a market leader in web intelligence with enterprise-grade, ethical, and compliant solutions. Its proxy infrastructure spans one of the largest global networks, offering residential, ISP, mobile, datacenter, & dedicated datacenter proxies, along with Web Unblocker – an AI-driven tool that ensures block-free access to even the most protected sites. On the scraping tools side, the Oxylabs Web Scraper API manages every stage of large-scale data extraction. For dynamic, bot-protected websites, the Headless Browser ensures uninterrupted access. Oxylabs also offers AI Studio, which lets users extract data without writing code. The ready-made datasets provide structured data across industries such as e-commerce, real estate, and more – for data projects without custom scraping. In short, Oxylabs offers 177M+ IPs in 195 countries & is trusted by 4000+ clients worldwide, including Fortune 500 companies. Plus, the 24/7 customer service ensures clients get support when needed.

Get ready to experience unmatched control and insights with our user-friendly dashboard tailored to your needs. Monitor and adjust your proxies with just a few clicks. Track your usage and performance with detailed statistics. Our team is devoted to providing customers with proxy solutions tailored for each particular use case. Based on your objectives, a dedicated account manager will allocate fully optimized proxy pools and assist you throughout the proxy configuration process. NetNut’s architecture is unique in its ability to provide residential IPs with one-hop ISP connectivity. Our residential proxy network transparently performs load balancing to connect you to the destination URL, ensuring complete anonymity and high speed.

NodeMaven is a proxy and browser automation platform for developers, scraping teams, ecommerce companies, affiliate marketers, and automation teams. It supports web scraping, price monitoring, ad verification, SEO tracking, market research, multi-accounting, and AI browser workflows. NodeMaven provides 30M+ residential IPs and 295K+ mobile IPs across 190+ countries, along with private static ISP proxies. Use our PROMO CODES: SF35 - 35% off standard proxy packages SF40 - 40% off ISP proxy packages SFTRAFF - +35% additional traffic NodeMaven's product stack includes: - Residential and mobile proxies under one plan, starting from $2.20 per GB, with country, state, city, ISP, and ZIP targeting where available. - ISP proxies starting from $2.99 per IP, with static IPs, unlimited traffic, and UDP support. - IP Quality Filter and Quality Guarantee, with a reported 95%+ IP clean rate and 99.54% average success rate. - Scraping Browser with Playwright, Puppeteer, Vanilla JavaScript, AI prompts, managed browser fingerprints, and automatic CAPTCHA solving. Eligible users pay only for proxy traffic. - Traffic rollover, cashback of up to 10% for consumed residential and mobile traffic, and 24/7 expert support.

FuelCloud's comprehensive Fuel Management System delivers real-time monitoring and control for your bulk fuel assets. Our cloud-based platform prevents theft, ensures secure access control, and provides detailed fuel consumption tracking—all accessible from anywhere. Unlike traditional fuel control systems, FuelCloud uses modern technology to combine easy-to-install hardware with intelligent software designed for today's data-driven operations. Our web portal makes it easy to integrate your fuel data into your fleet management, accounting, and other business software. With FuelCloud, you can automate your regular reports, maintain regulatory compliance, and eliminate manual record-keeping. Our dedicated development team continuously enhances the system with automatic updates at no additional cost. Available through Sourcewell cooperative purchasing or fuel equipment providers nationwide, FuelCloud is the leading choice for efficient, secure, and cost-effective fuel management

Okyline is an Executable Data Design (EDD) platform for declarative data validation contracts and measurable operational data quality. Instead of maintaining disconnected specifications, validators, tests, and quality dashboards, Okyline uses a single executable contract as the operational source of truth for validation and flow quality monitoring. The same readable contract drives multi-format validation, deterministic execution, quality measurement, data quality gate, and historical quality analytics across APIs, events, files, LLM structured outputs, and enterprise data flows. Community Edition provides the open specification, a free Java validation runtime, a public Claude AI assistant for contract generation, and a free online studio for executable JSON validation contracts and JSON Schema transpilation. Enterprise Edition supports direct validation of JSONL, XML, CSV, FIXED, and EDI flows, data quality gate, and operational quality dashboards, all without databases

DataImpulse - Ethical Provider of Residential, Mobile, and Data Center IPs DataImpulse (dataimpulse.com) is a proxy provider offering a pool of over 90 million ethically sourced residential, mobile, and data center IP addresses from 195 countries. Pricing for residential proxies starts at $1 per GB with a pay-as-you-go model; there are no subscriptions or traffic expiration dates. DataImpulse proxies are suitable for web scraping, SERP monitoring, ad verification, price tracking, and other business activities. They support HTTP/HTTPS and SOCKS5 protocols, as well as rotating and sticky sessions. DataImpulse also offers integration with Scrapy, Selenium, Puppeteer, various proxy managers, browser extensions, and custom tools. Rated 4.8 out of 5 on G2, DataImpulse provides 24/7 human support, advanced targeting options, discounted prices for bulk purchases, and custom features available upon request.

Vaiz is a work management platform built for small and mid-sized teams — startups, agencies, and growing SaaS companies — who want the structure of tools like Jira or ClickUp without the complexity, setup time, or price tag. It brings tasks, docs, and technical work into one lightweight workspace, so teams can get started in minutes, not weeks. With Vaiz, you get flexible task boards (lists, Kanban, or Gantt charts), powerful dashboards for tracking progress, and advanced document tools that let you co-edit not just text, but also code, data, and complex blocks. Built-in automation lets you set up smart workflows to handle routine tasks, saving your team time and energy. AI assistants are ready to help — whether you need to generate text, translate content, or analyze data, you've got smart tools right at your fingertips. Vaiz scales with you, from a 5-person startup to a growing team, without forcing you to switch tools as you grow.