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Airtop Web Agent

Airtop Web Agent is an intelligent web automation tool that can perform complex web interaction operations such as querying, clicking, and inputting based on user natural language instructions. It utilizes AI technology to automatically parse instructions, simplifying the complexities of traditional web automation. Additionally, it provides real-time execution results through Slack, facilitating team communication and collaboration. It is suitable for data scraping, market research, and integration of internal workflows, enhancing work efficiency and response speed.

Workflow Diagram
Airtop Web Agent Workflow diagram

Workflow Name

Airtop Web Agent

Key Features and Highlights

Airtop Web Agent is an AI-powered automated web operation tool designed to perform complex web interactions such as querying, clicking, and typing through remote browser sessions. This workflow integrates an advanced natural language processing model (Claude 3.5 Haiku) with the Airtop toolchain, enabling web automation driven by natural language commands. It supports customizable session management and operation flows, and delivers results via Slack notifications, facilitating real-time status updates for teams.

Core Problems Addressed

Traditional web automation typically requires manually writing complex scripts and struggles to adapt to dynamically changing page structures. Airtop Web Agent leverages AI to intelligently interpret users’ natural language instructions, automatically parsing and executing corresponding web interactions. This significantly lowers the barrier to automation, addressing issues such as complex configuration, difficult maintenance, and low flexibility in web automation.

Application Scenarios

  • Internet product data scraping and analysis
  • Automated web content monitoring and updating
  • Remote web operation automation, such as auto-login and form filling
  • Market research and competitor analysis
  • Enterprise internal workflow automation with Slack-based result notifications

Main Workflow Steps

  1. Form Trigger: Users submit natural language instructions and optional Airtop identity configurations via the “Instruction for the Web AI Agent” form.
  2. Start Browser Session: The “Start browser” node initiates a remote browser session and window.
  3. Load Target Webpage: The “Load URL” node opens the specified website.
  4. AI Agent Instruction Analysis: The “AI Agent” node, embedding the Claude 3.5 Haiku model, interprets user instructions and determines subsequent actions.
  5. Intelligent Web Interaction: Based on AI directives, nodes such as “Click,” “Type,” and “Query” execute web interactions including clicking, inputting, and data extraction.
  6. Session Management: Automatically manages session IDs and window IDs to ensure smooth operation flow.
  7. End Session: Upon completion, the “End session” node terminates the browser session.
  8. Result Output: Parses and standardizes output results, then pushes them to a designated Slack channel for real-time notification.

Involved Systems and Services

  • Airtop API: Facilitates remote browser session management and web operation tools
  • Claude 3.5 Haiku (Anthropic): AI language model for natural language processing and instruction understanding
  • Slack: Real-time notification and result delivery platform
  • n8n Automation Platform: Workflow orchestration and node management

Target Users and Value

  • Automation engineers and data analysts: Quickly build intelligent web automation scripts without deep coding expertise
  • Market researchers and product managers: Efficiently obtain web data and user feedback to support decision-making
  • IT operations and customer service teams: Automate repetitive web tasks to improve operational efficiency
  • Enterprise digital transformation teams: Leverage AI agents to automate complex business processes, enhancing responsiveness and accuracy

By combining AI-driven understanding with remote browser control, Airtop Web Agent delivers a powerful and flexible web automation solution that greatly simplifies deployment and maintenance. It empowers diverse business scenarios to achieve intelligent, efficient web data processing and operations.