Best Browser Automation Tools with a Free Trial of 2026

Bright Data holds the title of the leading platform for web data, proxies, and data scraping solutions globally. Various entities, including Fortune 500 companies, educational institutions, and small enterprises, depend on Bright Data's offerings to gather essential public web data efficiently, reliably, and flexibly, enabling them to conduct research, monitor trends, analyze information, and make well-informed decisions. With a customer base exceeding 20,000 and spanning nearly all sectors, Bright Data's services cater to a diverse range of needs. Its offerings include user-friendly, no-code data solutions for business owners, as well as a sophisticated proxy and scraping framework tailored for developers and IT specialists. What sets Bright Data apart is its ability to deliver a cost-effective method for rapid and stable public web data collection at scale, seamlessly converting unstructured data into structured formats, and providing an exceptional customer experience—all while ensuring full transparency and compliance with regulations. This commitment to excellence has made Bright Data an essential tool for organizations seeking to leverage web data for strategic advantages.

Gaffa is a REST API built for web scraping and browser automation, allowing developers to run real, full browsers at scale with a single API call. It removes the difficulty of managing headless browser frameworks, rotating proxies, CAPTCHA solving, and scaling infrastructure, all of which are handled automatically. JavaScript-heavy and dynamic websites render exactly as they would for a human visitor by default. Beyond standard scraping, Gaffa supports AI-driven structured data extraction (extract data into a defined schema without writing CSS selectors), screenshot and PDF capture, infinite-scroll and form-filling automation, and clean Markdown conversion for feeding webpages directly into LLM and RAG pipelines. A rotating residential proxy network keeps access reliable across regions, and a credit-based pricing model means teams pay only for the browser time and bandwidth they actually use. Gaffa is designed for AI engineers, data teams, and developers who want production-grade web data extraction without having to build and maintain their own infrastructure.

Apify provides the infrastructure developers need to build, deploy, and monetize web automation tools. The platform centers on Apify Store, a marketplace featuring 10,000+ community-built Actors. These are serverless programs that scrape websites, automate browser tasks, and power AI agents. Developers create Actors using JavaScript, Python, or Crawlee (Apify's open-source crawling library), then publish them to the Store. When other users run your Actor, you earn money. Apify manages the infrastructure, handles payments, and processes monthly payouts to thousands of active developers. Apify Store offers ready-to-use solutions for common use cases: extracting data from Amazon, Google Maps, and social platforms; monitoring prices; generating leads; and much more. Under the hood, Actors automatically manage proxy rotation, CAPTCHA solving, JavaScript-heavy pages, and headless browser orchestration. The platform scales on demand with 99.95% uptime and maintains SOC2, GDPR, and CCPA compliance. For workflow automation, Apify connects to Zapier, Make, n8n, and LangChain. The platform also offers an MCP server, enabling AI assistants like Claude to discover and invoke Actors programmatically.

Oxylabs is a market leader in web intelligence, helping businesses worldwide turn public web data into actionable insights with enterprise-grade, ethical, and compliant solutions. Its proxy infrastructure spans one of the largest global networks, offering residential, ISP, mobile, datacenter, and dedicated datacenter proxies, along with Web Unblocker – an AI-driven tool that ensures seamless, block-free access to even the most protected sites. On the scraping side, Oxylabs provides a complete ecosystem. The Web Scraper API manages every stage of large-scale data extraction, from proxy management to parsing, while OxyCopilot, an AI-powered assistant, generates parsing requests from simple natural language prompts. For dynamic, bot-protected websites, the Headless Browser, a headless browser designed to mimic human behavior, ensures uninterrupted access. Oxylabs also pioneers AI-driven tools like AI Studio, which enables natural language scraping and crawling so anyone can extract data without writing code. Its ready-made datasets provide instant, structured information across industries such as e-commerce, real estate, travel, and more – accelerating data projects without custom scraping. With the largest proxy services in the market, Oxylabs offers 177M+ IPs across 195 countries and is trusted by 4,000+ clients worldwide, including Fortune 500 companies. Plus, their 24/7 customer service ensures businesses get support whenever it’s needed.

APISCRAPY is an AI-driven web scraping and automation platform converting any web data into ready-to-use data API. Other Data Solutions from AIMLEAP: AI-Labeler: AI-augmented annotation & labeling tool AI-Data-Hub: On-demand data for building AI products & services PRICE-SCRAPY: AI-enabled real-time pricing tool API-KART: AI-driven data API solution hub  About AIMLEAP AIMLEAP is an ISO 9001:2015 and ISO/IEC 27001:2013 certified global technology consulting and service provider offering AI-augmented Data Solutions, Data Engineering, Automation, IT, and Digital Marketing services. AIMLEAP is certified as ‘The Great Place to Work®’. Since 2012, we have successfully delivered projects in IT & digital transformation, automation-driven data solutions, and digital marketing for 750+ fast-growing companies globally. Locations: USA: 1-30235 14656 Canada: +1 4378 370 063 India: +91 810 527 1615 Australia: +61 402 576 615

Scrapeless - Revolutionizing the way we derive insights and value from the immense pool of unstructured data on the internet using groundbreaking technologies. Our goal is to equip organizations with the tools to fully harness the wealth of public data available online. With our suite of products, including the Scraping Browser, Scraping API, Web Unlocker, Proxies, and CAPTCHA Solver, users can effortlessly gather public information from any website. Additionally, Scrapeless offers a powerful web search tool: Deep SerpApi, which streamlines the integration of dynamic web data into AI-driven solutions. This culminates in an ALL-in-One API that enables seamless, one-click search and extraction of web data.

Web Scraping API and Proxy Server ZenRows API manages rotating proxy, headless browsers, and CAPTCHAs. With a simple API call, you can easily collect content from any website. ZenRows can bypass any anti-bot blocking system to help get the information you need. We offer several options, such as Javascript rendering or Premium proxy. The autoparse option will automatically return structured data. It will convert unstructured data into structured data (JSON output) without the need for code. ZenRows provides high accuracy and success rates without the need for human intervention. It will take care of all the details. Premium Proxies are required for domains that are particularly complex (e.g. Instagram). The success rate for all domains will be equal after they are enabled. If the request returns an error, it will not be charged nor computed. Only successful requests will be counted.

BayPoint AI is a comprehensive software suite designed specifically for eBay sellers, utilizing artificial intelligence to enhance their selling experience. This platform features six interconnected tools accessible from a single dashboard, providing sellers with the ability to refine their listings, streamline feedback processes, and monitor shipments effectively. AEO/SEO: AI-assisted listing optimization, on-page SEO workflows, answer-engine optimization (AEO) content structuring, schema-aware content generation WebMCP & Agentic Web: WebMCP integrations, agent-ready metadata patterns, browser-automation compatible workflows, AI agent interoperability design The Listing Intelligence tool employs AI to assess and optimize listings by pinpointing areas that may hinder performance and offering tailored suggestions to boost visibility and sales. Meanwhile, PreFlight Discovery leverages AI to analyze listings before they go live, ensuring that titles, descriptions, and item specifics are fully optimized for success. The Feedback Manager automatically crafts personalized replies to seller feedback, which can save users significant time each week while helping to uphold a stellar 5-star rating. Additionally, the Buyer Feedback Manager automates the bulk process of leaving feedback for buyers across all transactions, enhancing efficiency.

CloakBrowser is a custom Chromium distribution for developers building browser automation with Playwright, Puppeteer, Selenium, or CDP. Instead of relying only on runtime JavaScript patches, it changes browser behavior at the Chromium source level while preserving familiar automation APIs. Teams can adapt existing Python, JavaScript, and .NET workflows with minimal code changes and run sessions on Windows, macOS, Linux, Docker, or their own VPS infrastructure. Features include persistent profiles, reproducible browser identities, proxy-aware locale and timezone configuration, human-like input timing, and CDP server mode. CloakBrowser is intended for legitimate public-web data collection, QA, monitoring, scraping, and AI-agent workflows. The developer wrapper is MIT-licensed, while current custom Chromium binaries are distributed separately under a proprietary license. Users provide their own proxies and CAPTCHA services.

Loadero is an innovative SaaS platform designed for conducting comprehensive end-to-end testing of web applications in the cloud. By harnessing the power of Selenium for browser automation, it effectively emulates real user interactions with the application under test. Users can customize various parameters, including browser versions, geographic locations, network conditions, and even media inputs to replicate webcam and microphone usage. This flexibility enables the effective load testing of a variety of web applications, particularly those that incorporate WebRTC technology for video communication and conferencing. The platform can simulate thousands of users in a single test scenario, providing a robust environment for performance assessment. Upon the conclusion of each test, Loadero automatically runs pre-established assertions to verify results. Tests can be initiated from any of Loadero's 12 global physical locations, ensuring thorough performance evaluations across diverse geographic areas. If your organization regularly conducts tests for multiple clients, consider opting for a monthly subscription to benefit from reduced costs per participant. Additionally, should you exhaust the compute units included in your plan, there's always the option to purchase additional units as needed. This adaptability makes Loadero an essential tool for teams striving to maintain high-quality web applications.

Establishing a browsing profile within VMLogin generates a fully distinct virtual browsing space, ensuring that cookies, local storage, and other cached files remain entirely separate and do not cross over between profiles. VMLogin's anti-detection capabilities allow users to substitute multiple physical computers with virtual browser profiles, enabling simultaneous login and management of various accounts from one centralized location. With a guarantee of complete security isolation, authentic fingerprint protection, and safeguards against information leaks, this tool is ideal for eCommerce, social media marketing, and affiliate advertising. Additionally, VMLogin offers the ability to automate any repetitive tasks, allowing for seamless integration through the Selenium web driver. Alternatively, users can opt for third-party visual automation tools like Browser Automation Studio to enhance their automation capabilities further. This versatility makes VMLogin an essential resource for those needing efficient account management and enhanced online security.

Kameleo is an anti-detect browser engineered specifically for maximized success rates in bypassing anti-bot systems, delivering cost-effective web scraping and browser automation with human-like behavior. Kameleo’s anti-detect browser combines auto-updating fingerprint masking, built-in proxy orchestration and lightning-fast performance to help users bypass evolving anti-bot defenses and scrape at scale - without bans or downtime. Whether you choose on-premises deployment or a cloud setup, you’ll optimize infrastructure costs while relying on a 99.99% uptime SLA. Our rapid release cadence and continuous stealth testing keep you one step ahead of new fingerprinting techniques, maximizing scrape success rates. Developer-friendly SDKs for Playwright, Puppeteer and Selenium let you launch and manage masked sessions with a single API call - dramatically reducing maintenance overhead. You can be up and running in under five minutes thanks to an intuitive GUI - no command-line work required. And with our free trial, you can evaluate your processes both in web scraping and multi-account management risk-free before you commit. In summary, Kameleo gives you: - True browser-based sessions with constantly refreshed, human-like fingerprints - High-performance architecture with 99.99 % uptime guarantees - Continuous stealth testing and fast updates against new anti-bot defenses - Developer-friendly SDKs to integrate seamlessly into existing automation code - An intuitive GUI and free trial to get up and running in minutes

Roborabbit, previously known as Browserbear, provides a powerful AI-driven solution for web data extraction that helps businesses gather information in just a few clicks. Users can build complex browser automations without any coding knowledge, using an intuitive drag-and-drop task builder. The platform supports over 30 different browser actions and offers seamless integrations with thousands of popular applications through API and Zapier connections. Built on AWS serverless technology, Roborabbit delivers high performance and scalability to handle any data extraction task. Developers can leverage its REST API for cloud-based task execution and easy retrieval of processed data. Roborabbit offers practical use cases such as scraping real estate listings, restaurant information, job postings, and financial data. With a free trial providing 100 credits and no credit card requirement, users can get started quickly and risk-free. Comprehensive video tutorials and documentation further simplify learning and mastering the platform.

Asteroid is an innovative platform that harnesses AI to automate browser tasks, enabling both novices and seasoned developers to create, implement, oversee, and enhance intricate web workflows without the necessity of traditional coding. At its heart lies a graph-based agent builder, which allows users to articulate their desired actions in natural language while also setting up repeatable logic through variables and structured outputs. Asteroid operates with a sophisticated backend that incorporates encrypted credential management and selector-based guardrails powered by Playwright, facilitating seamless navigation of web pages, interaction with user interface elements, and the ability to call external APIs when required. Users have the flexibility to deploy agents instantly via a RESTful API, integrate them into pre-existing systems, or work within the platform’s console, which features real-time oversight, debugging capabilities, and checkpoints for human involvement. The application of Asteroid spans a diverse array of scenarios, including complex multi-step data extraction, efficient data entry into legacy systems, and the automation of reporting processes, making it a versatile tool for enhancing productivity. With its user-friendly design and powerful capabilities, Asteroid is positioned to significantly transform how businesses approach web automation.

A browser-integrated AI assistant that incorporates ChatGPT for streamlining daily tasks and workflows, utilizing sophisticated AI and agent functionalities. Experience a significant enhancement in productivity with seamless automation specifically designed to meet your unique requirements. This innovative tool not only saves time but also helps you focus on what matters most in your daily routine.

Surfsky.io stands out as the premier solution for web scraping, data acquisition, and automated processes, engineered to navigate even the most sophisticated anti-bot mechanisms. Utilizing state-of-the-art technology, it guarantees smooth, covert browsing and extensive data extraction tailored to meet the needs of businesses, regardless of their size. Our innovative platform surpasses rivals such as Browserbase, Undetect, and ZenRows by delivering unmatched capabilities for circumventing CAPTCHA challenges, WAFs, and systems designed to detect bots. With Surfsky, professionals including developers, analysts, and data-centric organizations can easily collect structured information, automate their interactions, and carry out web-based tasks without any disruptions. Designed specifically for developers, Surfsky offers an API-first approach, ensuring easy integration with widely-used automation tools and providing highly adaptable browser automation functionalities. Additionally, its cloud-based framework guarantees optimal scalability and dependability, enabling users to implement scraping solutions effectively, regardless of the extent of their requirements. This ensures that Surfsky remains a versatile choice in the rapidly evolving landscape of data extraction technologies.

Browser Cash serves as an innovative platform for browser automation, designed specifically for AI agents, web scraping, and gathering internet intelligence. By making a single API request, you can initiate a genuine browser session on an actual device, allowing your agents or automation scripts to navigate, interact, log in, and gather information just like a human user would. This service effectively eliminates challenges such as CAPTCHAs, antibot detection, and the need for complex spoofing techniques. The unique feature of Browser Cash is that it operates browsers in the background, enabling the completion of tasks independently without requiring any human oversight. This service offers a fully managed experience, incorporating millions of proxies, browsers, and tools to bypass CAPTCHAs and antibot measures, which allows users to surf the web with ease. Additionally, every developer who registers for the service receives a complimentary $25 credit, with no credit card information needed to get started. This welcoming offer encourages new users to explore the capabilities of the platform without any initial financial commitment.

Scrapely serves as a comprehensive solution for web scraping and automation, offering features such as infinite CAPTCHA resolution, web crawling, and browser automation all included in one concurrency-focused pricing plan. Instead of charging based on each request, Scrapely's model only bills for the number of concurrent threads being utilized, ensuring users have access to unlimited CAPTCHA solving, crawls, and bandwidth without unexpected fees. Noteworthy attributes include: - CAPTCHA Solver API: Simply provide a sitekey to obtain a token; compatibility with reCAPTCHA v2/v3 is included. - Smart Crawler API: Input a URL and receive the fully rendered DOM in real-time. - Browser Automation: Engage with dynamic web pages through actions like clicking and scrolling via a REST API or Python SDK. - BYOP (Bring Your Own Proxy): Seamlessly integrate your preferred residential or datacenter proxies with no added markup. - MCP Server: Directly link to AI agents such as Claude or Cursor for fully autonomous scraping capabilities. Pricing starts at an affordable $12 per month for five threads, and users can take advantage of a free trial with one thread to explore the service. This flexible approach allows users to tailor their usage according to their specific scraping needs.

RenderLog empowers teams to efficiently capture, test, and monitor web pages without the need to manage their own Playwright infrastructure. It allows users to generate screenshots and export pages in formats such as PDF, Markdown, or HTML, while also enabling no-code checks for various elements like pricing pages, signup processes, documentation, and UI states, all consolidated within a single workspace. Furthermore, each execution can encompass outputs, associated metadata, assertions, visual baselines, historical data, and alerts, facilitating a thorough review of changes before they are noticed by users. This comprehensive tool not only streamlines the testing process but also enhances collaboration among team members by keeping everything organized in one place.