AgentQL
AgentQL is an AI-powered query language and tool for reliable web element location and data extraction using natural language-like syntax.
https://agentql.com/
Product Information
Updated:Jul 16, 2025
AgentQL Monthly Traffic Trends
AgentQL saw a 35,257 visit count, marking a 9.3% increase. This slight growth could be attributed to the product's recent updates, such as enhanced natural language queries and AI-driven context awareness, which improve web automation and data extraction efficiency.
What is AgentQL
AgentQL is a flexible and intuitive query language designed to simplify web automation and data scraping. Developed by Tiny Fish Inc., it allows developers to locate web elements and extract data using natural language queries instead of complex DOM structures or fragile XPath expressions. AgentQL consists of a query language, Python SDK, Chrome extension for debugging, and supporting developer tools to enable programmatic access to web content.
Key Features of AgentQL
AgentQL is an AI-powered tool for web scraping and automation that uses natural language queries to reliably locate and interact with web elements. It provides a Chrome extension for debugging, a Python SDK for implementation, and eliminates the need for fragile XPath or DOM selectors. AgentQL offers semantic selection, controlled output, and deterministic behavior, making it easier for developers to extract data and automate web interactions even as websites change.
Natural Language Queries: Use intuitive, natural language descriptions to specify web elements instead of complex XPath or DOM selectors.
AI-Powered Element Location: Reliably finds web elements even when websites change, using advanced AI to understand the context and meaning of elements.
Controlled Output: Get results in exactly the shape you need, allowing for precise data extraction and manipulation.
Chrome Extension Debugger: Test and debug queries in real-time on web pages without needing to use the Python SDK.
Python SDK Integration: Easily implement AgentQL queries in your Python projects for web scraping and automation tasks.
Use Cases of AgentQL
E-commerce Data Scraping: Extract product information, prices, and reviews from various online stores for market analysis or price comparison.
Automated Web Testing: Create robust end-to-end tests for web applications that can adapt to UI changes without constant maintenance.
Content Aggregation: Gather news articles, blog posts, or social media content from multiple sources for content curation or analysis.
Competitive Intelligence: Monitor competitors' websites for changes in pricing, product offerings, or company information.
Research Data Collection: Automate the collection of scientific or academic data from web sources for large-scale studies or meta-analyses.
Pros
Simplifies web scraping with natural language queries
Adapts to website changes, reducing maintenance of scraping scripts
Provides both a user-friendly Chrome extension and a developer-oriented SDK
Cons
Requires an API key, which may involve costs or usage limits
Dependency on third-party service for core functionality
May have limitations with highly dynamic or complex web applications
How to Use AgentQL
Install the Chrome extension: Install the AgentQL Chrome extension from the Chrome Web Store to get started with web scraping and data extraction.
Get an API key: Obtain a unique API key from the AgentQL website to access the full features and ensure secure usage across your applications.
Write your first AgentQL query: Create a simple AgentQL query to specify what web elements or data you want to extract from a website. For example: {search_box search_button}
Install the AgentQL SDK: Install the AgentQL SDK using pip: 'pip install agentql', then initialize it with 'agentql init' to start automating web interactions.
Use natural language to find elements: Leverage AgentQL's semantic selector to locate web elements by their meaning using natural language descriptions instead of XPath or DOM selectors.
Define output structure: Specify the exact shape and structure of the data you want to extract to get controlled, consistent results.
Run queries and extract data: Execute your AgentQL queries to reliably find and extract data from websites, even as they change over time.
Automate web processes: Use AgentQL to automate web interactions, data scraping, or end-to-end testing scenarios in your applications.
AgentQL FAQs
AgentQL is a query language and set of developer tools designed to identify web elements and extract data using natural language queries. It allows developers to specify web elements easily without dealing with complex DOM structures or XPath expressions.
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Analytics of AgentQL Website
AgentQL Traffic & Rankings
35.3K
Monthly Visits
#784749
Global Rank
#6123
Category Rank
Traffic Trends: Jul 2024-Jun 2025
AgentQL User Insights
00:01:07
Avg. Visit Duration
2.15
Pages Per Visit
40.78%
User Bounce Rate
Top Regions of AgentQL
US: 17.12%
IN: 15.86%
CN: 10.06%
HK: 9.35%
DE: 7.52%
Others: 40.1%
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