Best Browser Operators (2026)

1

rtrvr.ai

rtrvr.ai is a Universal AI Web Agent designed to automate complex web tasks, extract structured data from any website (even those without APIs or with consta...

5.0 (4)

· freemium

전체 리뷰

Retriever AI is a Universal AI Web Agent designed to automate complex web tasks and extract structured data from any website, even those without APIs or with constantly changing content. It uses a web agent platform to perform vibe-scraping, automate workflows, and turn any website into an agent-ready state. Free credits are included, and users can choose from various plans and keys to suit their workflow needs. The tool features a range of capabilities, including one-off browser tasks, scraping, automation, and enrichment from various websites, such as LinkedIn, Instagram, and X. It also offers cloud-scale automations, scheduled jobs, and production API workflows. Retriever AI's web agent can run as a self-driving website layer, capable of typing, clicking, and completing tasks on a website's live UI for both humans and AI. The tool is designed to be highly accurate, with a 90-second platform demo available to showcase its capabilities. Users can choose to run the web agent from their browser or the cloud, and it integrates with a range of tools, including Chrome extensions, login-protected, undetectable, and multi-tab support. The tool is also available as a cloud dashboard, with integration options for sheets data enrichment, PDF and form automation, multi-tab parallel execution, 24/7 monitoring and alerts, and MCP + API integration. Retriever AI offers a range of benefits, including a high success rate on standardized web tasks, accurate web automation, and versatility in its use. However, it may not be perfect, and its development team is constantly updating the tool to improve its performance. Overall, Retriever AI is a powerful tool for automating complex web tasks and extracting structured data from websites. Users can run Retriever AI in various environments, including the cloud, browser, and mobile devices. The tool is designed to be highly scalable and can process a large volume of tasks simultaneously. One of the key benefits of Retriever AI is its ability to perform vibe-scraping, which allows users to extract structured data from any website, even those without APIs or with constantly changing content. While Retriever AI is a powerful tool, it may have some limitations. For example, it may not be perfect, and its development team is constantly updating the tool to improve its performance. The tool offers a range of capabilities, including: - One-off browser tasks - Scraping and automation - Enrichment from various websites - Cloud-scale automations - Scheduled jobs and production API workflows - Self-driving website layer - Chrome extensions and login-protected support - Multi-tab support and Sheets data enrichment - PDF and form automation - Multi-tab parallel execution - 24/7 monitoring and alerts - MCP + API integration

• One-off browser tasks
• Scraping and automation
• Cloud-scale automations
• Scheduled jobs and production API workflows
• Self-driving website layer
• Multi-tab support and Sheets data enrichment

2

Merchlens

Visual AI platform for scaling retail shelf intelligence and merchandising insights.

4.8 (6)

· freemium

전체 리뷰

Merchlens is a visual‑AI platform designed to help retailers and consumer‑goods brands extract actionable intelligence from shelf‑level images. By processing photographs of store aisles, the system can identify product placement, out‑of‑stock situations, pricing compliance, and planogram adherence, providing data that supports merchandising decisions and supply‑chain optimization. The service targets retail operators, brand managers, and merchandising teams that need scalable, automated monitoring of in‑store displays. Users typically upload or integrate image feeds from store cameras or third‑party capture services; the AI models then classify products, detect gaps, and generate metrics and visual reports. Merchlens focuses on turning raw visual data into structured insights without requiring extensive manual annotation, aiming to reduce the time and cost of traditional shelf audits.

• Computer vision-based shelf analysis
• Share of shelf and SKU detection
• Planogram compliance reporting
• Competitor and pricing visibility
• Dashboards for field and category teams
• Scalable image processing pipeline

3

Agentli

小企业的全功能AI CRM，配备语音代理和聊天机器人

4.5 (6)

· freemium

전체 리뷰

Agentli 是一个面向小企业和服务提供商的 AI 驱动的商业套件，它将 CRM、AI 语音代理和 AI 聊天机器人整合到一个仪表盘上。CRM 可以自动捕获潜在客户、跟进、管道跟踪、预约和发票。它包括智能管道、统一的短信、电子邮件和 WhatsApp 收件箱，以及滴漏式活动自动化。AI 语音代理可以处理 24/7 来电和去电，能够甄别潜在客户、预约、提供支持，并支持多种语言。它们使用来自 OpenAI、Google Cloud、AWS、Azure、Anthropic 和 Deepgram 的提供商的语音识别和自然语言模型。AI 聊天机器人可以在网站、短信、WhatsApp、Instagram 和 Messenger 上工作，捕获潜在客户、回答问题、预约、触发工作流程以及升级到人类代理。

• 智能管道和交易跟踪
• 统一的短信、电子邮件和 WhatsApp 收件箱
• 24/7 AI 语音代理，支持预约
• 多渠道 AI 聊天机器人，支持工作流触发
• 自动化的滴漏式活动
• AI 驱动的分析和报告