List of the Top 18 Web Scraping APIs for Amazon in 2026

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.

APISCRAPY is a platform utilizing artificial intelligence to perform web scraping and automation, transforming any online data into actionable data APIs. AIMLEAP also offers a variety of other data solutions including: AI-Labeler: A tool that enhances annotation and labeling with AI assistance. AI-Data-Hub: Provides on-demand data essential for developing AI products and services. PRICE-SCRAPY: An AI-powered tool for real-time pricing data. API-KART: A comprehensive hub for AI-driven data API solutions. About AIMLEAP AIMLEAP is a globally recognized technology consulting and service provider, holding ISO 9001:2015 and ISO/IEC 27001:2013 certifications, specializing in AI-enhanced Data Solutions, Data Engineering, Automation, IT, and Digital Marketing services. The company has earned the distinction of being certified as ‘The Great Place to Work®’. Since its inception in 2012, AIMLEAP has successfully executed projects focused on IT and digital transformation, automation-based data solutions, and digital marketing for over 750 rapidly growing companies around the world. With a presence in multiple countries, AIMLEAP operates in the USA, Canada, India, and Australia, ensuring accessible support for its global clientele.

HasData delivers one of the best web scraping tools available for teams that require speed, scale, and reliability. Businesses that rely on accurate, real-time data use HasData to collect and analyze information at scale without worrying about proxies, CAPTCHAs, or infrastructure management. The HasData Web Scraping API is built to handle millions of concurrent requests per hour. It automatically manages proxy rotation, browser fingerprints, and parser maintenance—so teams can focus entirely on data utilization, not extraction. Every request is monitored, logged, and optimized through a distributed system engineered for sustained high-volume workloads. The HasData SERP API is one of the fastest and most stable solutions available for Google search results. It returns structured, consistent responses with median latency under 2.0 seconds and near-perfect uptime. Enterprise clients rely on it for large-scale SEO monitoring, AI training datasets, and competitive intelligence that requires real-time accuracy at global scale. HasData supports a growing range of APIs for Google Maps, Zillow, Amazon, Indeed, and other high-demand platforms. Each follows the same standard—clean data, consistent structure, and seamless scalability. Customers can start with a few requests or expand to hundreds of millions without changing code or architecture. Unlike typical data providers, HasData does not stop at access. It ensures clean, schema-consistent JSON output that plugs directly into real-time analytics, AI/LLM pipelines, SEO monitors, and pricing engines. With usage-based pricing, fast onboarding, and instant scalability, HasData is built for companies who treat data as infrastructure. Every component, from proxy management to request tracing, is built for stability under pressure. For teams that value performance and trust their data pipeline to deliver—HasData stands out as a clear, proven choice.

You can effortlessly gather the web data you require with our robust data collection infrastructure designed for various use cases. Our extensive network of over 50 million proxy servers located in more than 195 cities worldwide, including numerous locations across the United States, allows you to navigate around geo-restrictions, CAPTCHAs, and IP bans with ease. Whether you need to scrape data from multiple targets at once or manage several social media and eCommerce accounts, our service has everything you need. You can seamlessly integrate our proxies with external software or take advantage of our Scraping APIs, supported by comprehensive documentation to guide you. Managing multiple online profiles has never been simpler; you can create distinct fingerprints and utilize multiple browsers without any associated risks. The user-friendly interface makes it both easy and powerful, allowing you to access a vast array of proxies in just two clicks. Best of all, it's completely free, simple to set up, and a breeze to navigate. In no time, you can generate user-password combinations for sticky sessions and quickly export proxy lists, all while sorting through and harvesting any desired data in an intuitive manner. With such efficient tools at your disposal, you'll find that data collection becomes an effortless task.

Utilize our extensive network comprising over 35 million datacenter and residential IP addresses sourced from numerous international ISPs, which includes authentic devices, smart retries, and dynamic IP rotation. Choose from a selection of more than 100 locations worldwide for your web scraping API requests, or go for random geo-targets that encompass several major cities globally. The scrapestack API offers a user-friendly REST API interface specifically designed for efficient large-scale web page scraping, removing the hassle of manually managing geolocations, IP ranges, or CAPTCHAs. It encompasses a variety of crucial web scraping features, including JavaScript rendering, customizable HTTP headers, versatile geo-targeting options, and support for POST/PUT requests, while also allowing the use of premium residential proxies as an alternative to datacenter proxies. Furthermore, this API is optimized to significantly improve your web scraping tasks, ensuring both reliability and optimal performance, ultimately allowing users to scrape data more efficiently than ever before.

ScrapeBadger is an all-encompassing API service designed for web scraping, targeting data extraction from major platforms such as Twitter/X, Reddit, and Google, while also offering tailored scrapers for TikTok, YouTube, LinkedIn, Amazon, eBay, Zillow, and more than 40 other websites, all fortified with built-in anti-bot defenses and a specialized MCP server for seamless AI integration. The service adeptly overcomes challenges presented by protective measures from companies like Cloudflare, DataDome, Akamai, Imperva, PerimeterX, and Kasada, negating the need for users to handle manual proxy management, CAPTCHA solutions, or script troubleshooting, thus ensuring that each scraper yields clean and organized JSON data while users are not charged for failed requests. Its expansive reach encompasses diverse sectors, including social media, a variety of Google services, e-commerce giants like Amazon and eBay, as well as real estate platforms such as Zillow and Realtor, establishing it as a highly adaptable solution for data collection. Moreover, the MCP server enhances the connection between all scrapers and AI technologies like Claude, ChatGPT, and Cursor, and provides official SDKs for both Node.js and Python, significantly improving its functionality for developers. With its intuitive design and powerful features, ScrapeBadger distinguishes itself as a leading player in the web scraping landscape, making it an essential tool for anyone needing reliable data extraction solutions.

Crawlbase enables users to browse the internet anonymously while offering robust web crawling protection. With this tool, you can access data for your SEO and data mining projects without the hassle of managing global proxies. It supports scraping from various platforms, including Amazon, Yandex, Facebook, Yahoo, and more, ensuring comprehensive coverage across all websites. Users can take advantage of the first 1,000 requests free of charge, making it a cost-effective solution. The Leads API can supply company emails for your business needs upon request, granting access to reliable email addresses for targeted marketing campaigns. If you're not a developer seeking leads, the Leads Finder feature allows you to effortlessly send emails through a simple web link, eliminating the need for any coding skills. This no-code solution is user-friendly; just enter the domain to initiate your lead search. Moreover, leads can be easily exported in json or csv formats, providing flexibility for data management. You can rest assured about the validity of the emails, as trusted sources ensure the most up-to-date and accurate company contacts. The leads data encompasses email addresses, names, and other vital attributes, significantly enhancing your marketing outreach efforts and overall effectiveness. By leveraging these features, businesses can optimize their campaigns and connect with potential clients more efficiently.

In just a few minutes, you can develop your own bots and take advantage of over 60 ready-made automations to streamline monotonous tasks. Hexomatic is accessible around the clock through the cloud, making it user-friendly as no coding or complicated software is needed. This platform enables effortless scraping of product directories, prospects, and listings with just a single click. Additionally, you can extract data from any website to gather product names, descriptions, and prices without any programming skills. The automatic Google search feature helps you discover all online references to a specific brand or product, and you can also search for social media profiles to establish connections. You have the flexibility to execute your scraping recipes immediately or schedule them to ensure you always receive up-to-date and precise data. Furthermore, this data can be seamlessly synced with Google Sheets and utilized in various automation workflows, enhancing your productivity even more. With Hexomatic, the possibilities for automation are virtually limitless.

We exclusively employ high-quality residential IP addresses to ensure both dependability and constant uptime. By launching Chrome instances, you can conduct extensive scraping without worrying about resource usage, as well as manage browser sessions effortlessly. Retrieve localized results for platforms that modify content according to geographical regions, such as Amazon.fr versus Amazon.ae and eBay. Effectively navigate around web security measures, enabling data extraction without encountering CAPTCHA challenges on sites like Cloudflare, Hcaptcha, and Google recaptcha. Furthermore, extract only the essential components from web pages, eliminating the need for tedious manual HTML parsing. Seamlessly gather data concerning products, pricing, and descriptions from e-commerce listings with ease. Utilizing APIs programmatically allows for the creation of a tailored application, enabling you to obtain the exact data needed from your target websites for analysis. This efficient method not only enhances data collection but also optimizes the entire process for better results. Ultimately, this comprehensive strategy ensures that you can operate with both speed and precision in your data-gathering efforts.

Enhance your productivity by leveraging browser bots to automate repetitive tasks and actions across various websites and web applications. The setup process is simple and free to try, requiring no credit card details. Once installed, just pin Axiom to your Chrome Toolbar and click the icon to toggle its visibility. Each bot can be customized to meet your unique needs, and there’s no limit to the number you can create. You can automate various actions like clicking and typing on any website. Your bots can operate in manual mode, follow a predetermined schedule, or be linked with Zapier to trigger responses to external events. Within just a few minutes, you can start using Axiom.ai for your automation needs. While having a desktop application is optional, it is essential for tasks involving file uploads or downloads. All subscription tiers provide access to the desktop app, compatible with Apple, PC, and Linux systems. For cloud tier users, Zapier can initiate Axiom runs, and at any subscription level, Axiom can send data to Zapier for additional processing. Furthermore, any tool that can send or receive webhooks can be easily configured to work with Axiom, significantly boosting its versatility. This makes Axiom an indispensable tool for anyone aiming to enhance their efficiency and productivity in online tasks, ultimately freeing up more time for other important activities.

ScraperX is a cutting-edge API fueled by AI, aimed at simplifying and accelerating the data extraction process from any online source. It offers seamless compatibility with a range of programming languages, including Node.js, Python, Java, Go, C#, Perl, PHP, and Visual Basic. By employing smart data extraction methodologies, it automatically identifies and collects relevant data patterns from various website formats, eliminating the need for manual configuration. Users are required only to submit API requests specifying the target website and the data they want to extract, after which ScraperX expertly processes and analyzes the incoming information. Moreover, it features real-time monitoring tools that allow users to track their data collection and receive immediate alerts about any changes or updates. To further improve the user experience, ScraperX effectively handles CAPTCHA challenges while offering proxies and rotating IP addresses to ensure continuous data extraction. Its architecture is built to be scalable, making it capable of handling different request rates to suit the unique needs of its users. In summary, ScraperX emerges as an essential solution for businesses and developers in search of effective data scraping strategies, providing them with the tools necessary to harness valuable information efficiently. This makes it an invaluable asset in the ever-evolving landscape of data-driven decision-making.

ZooData functions as a specialized data layer designed for agents, offering AI systems access to curated web content and actionable commercial insights through a singular integration point. Instead of delivering raw HTML or static reports meant for human consumption, it provides structured and token-efficient JSON, which agents can readily employ for research, analysis, monitoring, and automated decision-making processes. The platform has the capability to monitor over 500 million products across various marketplaces, including Amazon and TikTok Shop, and features more than 40 filters that aid in product discovery, batch processing, and in-depth opportunity exploration. Its data modules deliver an extensive analysis of market categories, insights into demand trends, metrics on competition density, margin benchmarks, and comprehensive competitor evaluations, in addition to real-time product signals such as pricing, inventory levels, and Best Sellers Rank. Furthermore, ZooData maintains a rich historical database with over two years of information on prices, sales, ratings, and rankings, which is crucial for performing time-series analysis and recognizing trends at an early stage. This extensive functionality makes ZooData an indispensable resource for businesses aiming to harness data for a competitive edge, ensuring they stay ahead in a rapidly evolving market landscape.

We provide premium static residential IPs that are both authentic and dependable. Our vast network, which exceeds 100 million rotating residential IPs, enables you to scrape data effortlessly while minimizing the risk of being blocked. This ensures you can discover the perfect solution tailored to your unique needs. Our service facilitates uninterrupted data scraping due to our extensive selection of residential proxies. Users gain the advantage of accurate geo-targeting, granting access to specific regions by country, state, city, and ASN, covering over 2,014 cities worldwide. Additionally, our platform allows for unlimited concurrent sessions without any extra charges, providing adaptable session management that can keep sticky IPs for up to thirty minutes. IPBurger's solutions cater to various needs, including anonymous web browsing, e-commerce, market research, social media oversight, SEO monitoring, and data extraction. Our user-friendly interface simplifies proxy setup and management, equipped with features like automatic proxy rotation and a single back-connect entry for efficient session control. With IPBurger, you can navigate the challenges of online data collection with ease and efficiency, ensuring that you have the tools necessary for success in your digital endeavors. Moreover, our commitment to customer support means that you'll have assistance whenever you need it, further enhancing your experience.

XCrawl is an advanced web scraping and data extraction platform built to deliver structured, real-time web data for modern applications. It provides a comprehensive set of APIs, including Scrape API, Crawl API, SERP API, and Map API, allowing users to extract information from single pages, search engines, or entire websites. The platform returns clean, structured outputs such as JSON, Markdown, and headless browser screenshots, making it easy to integrate data into analytics systems and AI pipelines. XCrawl is specifically designed to support AI-driven workflows, including LLM training, RAG pipelines, and intelligent automation. Its infrastructure includes auto-rotating residential proxies, browser fingerprinting, and CAPTCHA handling to ensure reliable access to protected and JavaScript-heavy websites. The platform integrates seamlessly with tools like n8n and supports Model Context Protocol (MCP) for connecting AI assistants to live web data. XCrawl is widely used for SEO monitoring, competitor analysis, sentiment tracking, lead generation, and price monitoring. It also enables businesses to collect and process large volumes of data in real time, improving the accuracy of predictive models and decision-making. With its unified API approach, users can manage multiple data extraction tasks without building custom scrapers. The system is built for scalability, handling thousands to millions of requests daily with consistent performance. XCrawl reduces development time and maintenance costs by eliminating the need for in-house scraping infrastructure. It also enhances productivity by delivering ready-to-use structured data without additional processing. Ultimately, XCrawl empowers organizations to harness the full potential of web data for innovation and competitive advantage.

Leverage the internet as if it were your own personal API, seamlessly engaging with prominent websites without the need for fragile and complex automation scripts. The web action SDK acts as a powerful tool that allows you to programmatically interact with a wide range of online platforms. By using this SDK, you can automate workflows, retrieve data, and perform actions on popular sites just as you would in a web browser. It enables easy connections with various platforms like LinkedIn, Amazon, Uber, and Resy. The SDK integrates smoothly with your existing Node.js or TypeScript projects, streamlining your development process. Built with TypeScript in mind, it enhances the developer's experience and ensures greater code reliability. You can perform a multitude of tasks, from searching for products to making reservations. Each platform offers its own unique functionalities; for example, LinkedIn allows you to send messages, find users, and manage your connections efficiently. In addition to simplifying web interactions, this SDK empowers developers to concentrate on creating groundbreaking applications while minimizing the complexities of web automation. As a result, it not only enhances productivity but also fosters innovation in application development.

SerpWow is a comprehensive real-time API that grants developers access to structured information from the Search Engine Results Pages (SERPs) of major search engines such as Google, Bing, Yahoo, Baidu, Yandex, Naver, Amazon, and eBay. This API delivers data in well-organized formats like JSON, CSV, or HTML, encompassing both organic and paid search results, along with images, videos, news articles, shopping listings, and more. Additionally, SerpWow supports location-based searches, enabling users to obtain customized data relevant to specific geographic locations, including exact postal codes, and across various devices, whether they are using desktops, tablets, or mobile phones. The API is designed with batch processing features, allowing users to perform up to 15,000 searches simultaneously and to schedule data collection tasks that can repeat on an hourly, daily, weekly, or monthly basis. With its robust global infrastructure, SerpWow ensures high performance and reliability, achieving an impressive uptime of 99.95%. As a result, this combination of features positions SerpWow as an indispensable tool for developers aiming to efficiently leverage SERP data. Consequently, it supports a wide array of use cases, making it an essential resource for businesses and individuals looking to enhance their online visibility and gather critical insights.

Outscraper firmly believes that everyone should have access to public data. To uphold this belief, we provide users with the capability to retrieve any information found online through the use of cutting-edge technologies. Unlike other data scraping services, our fully cloud-based operations guarantee that your IP address stays secure and unblocked during your data collection process. This method not only safeguards your identity but also improves your overall experience when acquiring data. By prioritizing user privacy and efficiency, we strive to make data access both safe and seamless for all.

As a prominent provider of scraper APIs and review scraping services worldwide, we cater to a diverse clientele that includes both startups and large enterprises. Our tailored scraping APIs employ state-of-the-art technologies and tools, enabling us to efficiently extract review data and support businesses in acquiring extensive and organized web information. By focusing on client-specific needs, we ensure that our solutions are both effective and scalable.