List of the Top 12 Web Scraping APIs for LangChain in 2026

Bright Data offers a suite of Web Scraping APIs that provide instant, organized data from over 250 websites through an easy-to-use, developer-centric interface, eliminating the need for scraper upkeep. You can select from various options: the Scraper APIs (charged per result, beginning at $0.75 per 1,000 records), the Web Unlocker API (which automates CAPTCHA bypass, starting at $1 per 1,000 requests), the SERP API (delivering real-time search outcomes from seven different engines), or the Browser API (cloud-based browser automation starting at $5 per GB). Each API efficiently manages proxy rotation, JavaScript rendering, and bot detection seamlessly. It supports multiple programming languages including REST, cURL, Python, Node.js, PHP, Java, Ruby, and Go, with data available in formats like JSON, HTML, or Markdown. Enjoy a 99.99% uptime, a pay-for-success model, and round-the-clock support, along with a complimentary trial option.

In the Oxylabs® dashboard, you can easily access comprehensive proxy usage analytics, create sub-users, whitelist IP addresses, and manage your account with ease. This platform features a data collection tool boasting a 100% success rate that efficiently pulls information from e-commerce sites and search engines, ultimately saving you both time and money. Our enthusiasm for technological advancements in data collection drives us to provide web scraper APIs that guarantee accurate and timely extraction of public web data without complications. Additionally, with our top-tier proxies and solutions, you can prioritize data analysis instead of worrying about data delivery. We take pride in ensuring that our IP proxy resources are both reliable and consistently available for all your scraping endeavors. To cater to the diverse needs of our customers, we are continually expanding our proxy pool. Our commitment to our clients is unwavering, as we stand ready to address their immediate needs around the clock. By assisting you in discovering the most suitable proxy service, we aim to empower your scraping projects, sharing valuable knowledge and insights accumulated over the years to help you thrive. We believe that with the right tools and support, your data extraction efforts can reach new heights.

Apify offers a comprehensive platform for web scraping, browser automation, and data extraction at scale. The platform combines managed cloud infrastructure with a marketplace of over 10,000 ready-to-use automation tools called Actors, making it suitable for both developers building custom solutions and business users seeking turnkey data collection. Actors are serverless cloud programs that handle the technical complexities of modern web scraping: proxy rotation, CAPTCHA solving, JavaScript rendering, and headless browser management. Users can deploy pre-built Actors for popular use cases like scraping Amazon product data, extracting Google Maps listings, collecting social media content, or monitoring competitor pricing. For specialized needs, developers can build custom Actors using JavaScript, Python, or Crawlee, Apify's open-source web crawling library. The platform operates a developer marketplace where programmers publish and monetize their automation tools. Apify manages infrastructure, usage tracking, and monthly payouts, creating a revenue stream for thousands of active contributors. Enterprise features include 99.95% uptime SLA, SOC2 Type II certification, and full GDPR and CCPA compliance. The platform integrates with workflow automation tools like Zapier, Make, and n8n, supports LangChain for AI applications, and provides an MCP server that allows AI assistants to dynamically discover and execute Actors.

ZenRows API simplifies the process of web scraping by managing rotating proxies, headless browsers, and handling CAPTCHAs seamlessly. With just a straightforward API call, users can effortlessly gather content from various websites. This service is proficient at circumventing any anti-bot measures, ensuring that you can access the information you’re seeking. Users have multiple options available, including Javascript rendering and Premium proxies for enhanced performance. The autoparse feature automatically converts unstructured data into structured formats, such as JSON, eliminating the need for additional coding. ZenRows guarantees high accuracy and impressive success rates, all without requiring any human oversight. The platform handles all intricacies involved in the scraping process. For particularly intricate domains like Instagram, Premium Proxies are necessary, and activating them equalizes the success rate across all domains. Notably, if a request fails, it incurs no charges and is not included in the computation; only successful requests contribute to the overall count. Furthermore, this ensures that users get the most value from their scraping efforts while minimizing potential costs.

Diffbot presents a variety of products designed to convert unstructured data found online into organized, contextual databases. Utilizing advanced machine vision and natural language processing technologies, our solutions are capable of analyzing billions of web pages daily. One of our key offerings, the Knowledge Graph, stands as the largest global contextual database, featuring more than 10 billion entities such as individuals, organizations, products, and articles. The innovative scraping and fact-parsing technologies employed by Knowledge Graph connect these entities into cohesive databases, facilitating the integration of over 1 trillion facts from diverse online sources in mere seconds. The Enhance product enriches existing data on people and organizations, enabling users to develop comprehensive profiles about their potential opportunities. Furthermore, our Extraction APIs can target any web page for data extraction, whether it pertains to products, individuals, or articles, thereby broadening the scope of data accessibility for our users. This flexibility ensures that users can tailor their data extraction needs to fit specific requirements.

ScraperAPI is a comprehensive web scraping API that simplifies large-scale data collection from any public website by managing all the technical challenges like proxies, browser handling, and CAPTCHA bypass automatically. Designed to deliver scalable and consistent data scraping, it provides multiple solutions such as plug-and-play scraping APIs, structured endpoints for popular e-commerce and search platforms, and asynchronous scraping capabilities that can handle millions of requests efficiently. The platform transforms complex, unstructured web pages into clean, predictable JSON or CSV formats tailored to the user’s needs, enabling seamless integration with business intelligence tools or custom workflows. It offers powerful features including automated proxy rotation, geotargeting from over 40 million proxies in 50+ countries, and no-code pipeline automation, making it accessible for users with varied technical backgrounds. By offloading tedious scraping infrastructure tasks, ScraperAPI saves companies hours of engineering time and cuts down costs significantly. The service is fully GDPR and CCPA compliant and includes enterprise features like dedicated account managers, live support, and high success rates even on the toughest websites. Trusted by more than 10,000 businesses and developers, ScraperAPI handles over 11 billion requests monthly, demonstrating its reliability and scale. Its diverse use cases include ecommerce market research, SEO data collection, real estate listing automation, and competitive pricing monitoring. Customer testimonials praise its ease of use, responsive support, and ability to solve complex scraping challenges effortlessly. For any company seeking to harness web data at scale, ScraperAPI offers a robust, scalable, and developer-friendly solution that accelerates data-driven decision-making.

Proxycurl offers APIs that enhance global profiles of individuals and businesses using structured data. We provide a vast array of information sourced directly from our APIs and datasets, all of which adhere to legal standards such as CCPA and GDPR. Our APIs are chiefly derived from LinkedIn and various other platforms, delivering insights related to individuals, companies, contacts, and job opportunities. For further details, you can refer to our documentation. Additionally, our LinkDB comprises an extensive dataset featuring publicly accessible LinkedIn profiles, encompassing over 401 million individuals and organizations from various parts of the globe, making it a valuable resource for those seeking in-depth information.

Scrapfly delivers an extensive array of APIs designed to streamline the web data collection process for developers. Their web scraping API is tailored to efficiently pull information from websites, skillfully navigating challenges like anti-scraping measures and the intricacies of JavaScript rendering. The Extraction API utilizes cutting-edge AI technology and large language models to dissect documents and extract structured data, while the screenshot API provides high-resolution images of web pages. These solutions are built for scalability, ensuring both dependability and efficiency as data needs grow. Furthermore, Scrapfly supplies comprehensive documentation, SDKs for Python and TypeScript, along with integrations to platforms like Zapier and Make, facilitating seamless incorporation into diverse workflows. By leveraging these robust features, users can significantly elevate their data collection methods and improve overall efficiency in their projects. Ultimately, Scrapfly positions itself as an invaluable resource for developers seeking to optimize their web scraping capabilities.

ScrapeGraphAI is a cutting-edge web scraping tool that utilizes artificial intelligence to transform unstructured online data into structured JSON format. Designed specifically for AI-driven applications and large language models, it empowers users to extract information from a diverse range of websites, including e-commerce platforms, social media sites, and dynamic web applications, all through simple natural language queries. The platform features an intuitive API and provides official SDKs for popular programming languages like Python, JavaScript, and TypeScript, facilitating quick implementation without complicated setup requirements. Moreover, ScrapeGraphAI is equipped with the capability to adapt to website changes automatically, ensuring reliable and consistent data retrieval. With scalability at its core, it incorporates functionalities such as automatic proxy rotation and rate limiting, making it suitable for businesses of any scale, from nascent startups to well-established corporations. It operates on a transparent, usage-based pricing model that starts with a complimentary tier and adjusts based on user needs. Additionally, ScrapeGraphAI includes an open-source Python library that integrates large language models with direct graph logic, further enhancing its capabilities and adaptability. This comprehensive feature set not only makes ScrapeGraphAI a formidable solution for efficient data extraction but also positions it as an essential resource for organizations aiming to optimize their data handling processes in a fast-paced digital environment.

ScrapingAnt serves as a high-performance web scraping API tailored for enterprises, delivering crucial speed, dependability, and advanced scraping capabilities through an intuitive RESTful interface. Its architecture incorporates scalable headless Chrome rendering alongside unlimited parallel requests, leveraging a vast array of over three million low-latency rotating residential and data center proxies. The platform's sophisticated algorithm smartly chooses the most appropriate proxy for each task, ensuring seamless JavaScript execution, customized cookie management, and efficient CAPTCHA circumvention. Powered by robust AWS and Hetzner infrastructures, ScrapingAnt boasts an impressive 99.99% uptime and an 85.5% success rate in overcoming anti-scraping defenses. Developers can effortlessly extract web data compatible with LLMs, scrape Google SERP results, or obtain dynamic content protected by Cloudflare and similar anti-bot measures, all while avoiding the complications of rate limits and infrastructure management. Furthermore, ScrapingAnt's extensive features make it an invaluable resource for those seeking effective web data collection solutions, capable of adapting to diverse scraping needs and challenges.

Zyte is an advanced web data extraction platform designed to help businesses unlock the full potential of online data. It provides an all-in-one Web Scraping API that can access, render, and extract data from even the most complex websites. The platform uses patented AI and automation technologies to deliver accurate, high-quality data while minimizing operational costs. Zyte also offers managed data services, where its team of experts builds and maintains custom data pipelines tailored to business needs. With over 15 years of industry experience, Zyte has become a trusted provider for organizations that rely on large-scale data collection. Its solutions cover a wide range of use cases, including product pricing, news aggregation, social media analysis, flight tracking, and real estate data. The platform is designed to support AI and machine learning applications by providing structured datasets at scale. Built-in legal compliance features ensure that businesses can extract data responsibly and with confidence. Zyte helps organizations overcome common web scraping challenges such as anti-bot protections and dynamic content rendering. Its scalable infrastructure enables businesses to handle billions of requests across multiple regions. By combining automation, AI, and expert oversight, Zyte accelerates the development of data-driven applications. Overall, it empowers businesses to transform raw web data into valuable insights and competitive advantages.

Focus on realizing your objectives while we equip you with the necessary tools specifically designed for your web scraping endeavors. With a user-friendly API call, you can effortlessly retrieve raw HTML from any site, providing your entire organization with data that is easy to analyze. We manage proxies, execute JavaScript rendering using real browsers, and tackle CAPTCHAs without difficulty. Gain access to extensive Amazon product details across various categories and regions in formats such as JSON, CSV, or HTML. Scrape in-depth information including customer reviews, pricing details, product descriptions, ASIN data, best-selling items, recent additions, and promotional offers. Our service proficiently handles all proxy-related operations, from rotating proxies to connecting with vast residential and data center proxy networks, as well as employing geotargeting and bypassing rate restrictions. Leverage our cloud infrastructure to render the pages necessary for scraping through actual browsers, which come equipped with efficient browser management, resource isolation, seamless scalability, and guaranteed high availability, all aimed at enhancing your web scraping journey. This allows you to concentrate on deriving valuable insights while we take care of the intricate processes involved in web data extraction, ensuring a smooth and productive experience. With our support, you can maximize your efficiency and effectiveness in gathering the information you need.