Surf.new Verified Customer Reviews (2026)

Gemini platform is an enterprise artificial intelligence development and machine learning platform from Google Cloud that provides the tools and infrastructure required to build, customize, deploy, and govern AI models and autonomous agents. The platform represents the evolution of Vertex AI and combines generative AI development, predictive machine learning, agent orchestration, model training, and enterprise governance within a unified environment. Its Model Garden provides access to more than 200 foundation models, including Google's Gemini family, third-party language models, and open-source alternatives that can be evaluated, customized, and deployed for different applications. Agent Studio provides a low-code workspace for designing AI agents, experimenting with prompts, testing model behavior, and prototyping intelligent applications through visual development tools. The Agent Development Kit offers a model-agnostic framework for building sophisticated agents capable of reasoning, using external tools, coordinating specialized subagents, and executing multistep workflows. Google Antigravity extends the platform's agentic capabilities with a development environment for managing AI coding agents, generating application code, and coordinating automated software engineering tasks. Gemini platform also provides custom machine learning training with support for different frameworks, configurable training jobs, hyperparameter optimization, and deployment of trained models for online or batch predictions. Its MLOps capabilities include automated pipelines, model evaluation, Model Registry, Feature Store, and monitoring tools that help engineering teams manage the machine learning lifecycle and identify performance degradation.

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.

Starizon AI functions as a sophisticated browser assistant and automation solution, enhancing online workflows through the use of advanced techniques for data extraction, monitoring, and task automation. With the capability to interact with webpages using natural language queries, users can seamlessly ask questions, generate summaries, and retrieve structured data without the hassle of manual scraping. The platform supports AI-driven webpage automation, allowing for tasks such as filling in forms, performing complex browser actions, and developing customizable workflows that can be saved and reused on similar sites, significantly minimizing repetitive efforts. Moreover, Starizon AI boasts powerful web monitoring tools that enable users to establish automated checks for websites and receive alerts when certain conditions are fulfilled, ensuring that teams stay updated on shifts in pricing, inventory, or content. Additional features include support for multi-page conversations, document interaction tools, and extensive research capabilities that convert web data into actionable insights, ultimately improving user experience and boosting productivity. This groundbreaking tool is particularly beneficial for professionals aiming to refine their digital tasks and gain a competitive advantage in their industries, making it an essential resource for those who want to maximize the efficiency of their online endeavors. Furthermore, its intuitive design promotes a smoother workflow that encourages users to explore the full potential of their web interactions.