Context.dev vs. Lection Comparison Chart

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

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.

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.

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.

Gaffa is a REST API for browser automation that enables developers to control real, full browsers at scale with a single API call, eliminating the need to manage headless-browser frameworks, proxies, scaling, or infrastructure. It handles JavaScript rendering by default, ensuring that pages load exactly as they would for a real user, and supports a variety of automation tasks: scraping websites, taking screenshots, exporting pages to PDF, converting pages into clean, LLM-ready Markdown, infinite-scroll scraping of dynamic sites, form filling, capturing full-page screenshots, and archiving pages in offline form. Gaffa includes a rotating residential proxy network to ensure reliable access from different geographies, automatic CAPTCHA handling (where needed), and a credit-based usage model where you pay for actual browser execution time and bandwidth, simplifying scaling and cost control.

Create a faster path from prospect to profitable relationship with D&B Hoovers. Find key sales prospects and opportunities for growth. D&B Hoovers is a sales acceleration solution that provides a faster path from prospect to profitable relationship by leveraging data and analytics. B2B sales professionals can engage faster with customers to grow their business. Access comprehensive intelligence on more than 120 million business records. Deliver intelligence and insight into the tools where your sellers and marketers work every day. Intuitive interface and automated workflow features including triggers, alerts, smart lists and conceptual search. D&B Hoovers combines the world’s largest commercial database from Dun & Bradstreet with sophisticated analytics to deliver a sales intelligence solution packed with insight. D&B Hoovers offers dynamic search and list-building capabilities, realtime trigger alerts, comprehensive company profiles, and valuable research reports.

Price2Spy makes automatic price adjustments easy to perform saving your most valuable resource - time, allowing your pricing team to focus on strategic planning and management. Since 2010, we have provided pricing intelligence for retailers and brands in 40+ countries, helping them smoothly grow profit margins and outsmart competition. If your business offers a large number of products and/or encounters fierce competition, no matter the industry, you can rely on Price2Spy pricing software and leave all processes, from price and additional product data collection to setting pricing strategies and automated repricing in real-time, to our team.

AI Sales Rep with Person-Level Website Identification Identify and Influence Your Engaged Website Visitors into Sales-Ready Leads – Before You Commit a Single Working Hour. Lower Funnel, Higher Value Leads Using our advanced WebID +Person identification technology, we uncover and identify the most engaged visitors to your site. - 40 points of data about each prospect, including first name, last name, email address, and more. - Engaged, But Anonymous: These prospects are conducting online research but haven’t met with your sales team yet. - These visitors are deep in your sales funnel, spending time on your key ‘buying pages’ but remaining unknown to you. - Our AI Sales Rep identifies and gently engages with these visitors, influencing them to express interest. This is 100% automated. Leverage the power of AI to turn your website visitors into meeting-ready leads effortlessly.

Criminal IP ASM delivers a threat intelligence-powered approach to attack surface management by combining continuous asset discovery with deep threat analysis across IPs, domains, OSINT, and associated infrastructure. Built on Criminal IP’s advanced scanning and enrichment capabilities, it brings Threat Intelligence context such as vulnerability intelligence, C2 detections, malicious IP/domain correlations, and dark web exposure into every layer of asset discovery in an integrated approach that empowers security teams to proactively identify, prioritize, and mitigate threats before they are exploited.

SalesTarget.ai — AI-Powered Sales Intelligence Operating System Find & Enrich with 840M+ profiles. Validate contacts. Reach buyers on Email and LinkedIn. Close with a CRM — Power Dialer included. SalesTarget.ai is a Sales OS for outbound-driven B2B companies and revenue teams — centralizing every stage of the sales workflow and eliminating disconnected tools. Powered by 840M+ profiles, 150M+ companies, 4,000+ data signals & 50+ premium providers — with real-time intent signals that surface in-market buyers first. Cold Email Outreach — smart sending, warm-up & spintax Power Dialer — auto-sequential dialing from the CRM LinkedIn Automation — InMail, connections & sequences Email Validation — reduce bounces & protect reputation Integrated CRM — pipeline, deals & collaboration AI Co-pilot — launch campaigns via chat One platform. Infinite scale.