About AgentQL

"Natural language web scraping and browser automation for AI agents"

AgentQL is a powerful AI-powered web scraping and browser automation framework that allows developers to extract structured data from any website using natural language queries. Instead of brittle CSS selectors or XPath that break when websites update, AgentQL uses semantic understanding to reliably identify and extract the exact data you need. It works with Playwright and other browser automation tools, making it easy to build robust web scrapers, data pipelines, and AI agents that interact with the web.

Key Features

  • Natural language data queries
  • Semantic element identification
  • Playwright integration
  • Resilient to website changes
  • Structured data extraction

Best For

Building web scraping pipelinesAI agent web interactionCompetitive price monitoringLead generation and data collection

Official Links

Tool Details

Pricing
Freemium
Free plan available
Last verified
Feb 19, 2026
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