AgentQL
freemiumAI AgentsAbout
What Is AgentQL? AgentQL is an AI-powered data extraction platform that revolutionizes web scraping by allowing users to query web pages using natural language instead of CSS selectors or XPath. It uses advanced language models to understand page structure and semantics, enabling reliable data extraction even when page layouts change. AgentQL handles dynamic content, JavaScript-rendered pages, and complex page structures that traditional scrapers struggle with.
Key Capabilities Natural language queries for web data extraction Resilient to page layout changes and dynamic content JavaScript-rendered page support out of the box Structured data output in JSON format Batch processing for multiple pages API and SDK for integration into applications
Who Should Use AgentQL? AgentQL is ideal for data engineers, researchers, and developers who need to extract structured data from websites reliably. It is especially valuable for teams tired of maintaining fragile CSS selector-based scrapers that break with every website update.
Rating Breakdown
156 reviews
Screenshots
Key Features
Natural Language Queries
Extract data by describing what you want in plain English instead of writing CSS selectors or XPath expressions.
Layout-Resilient Extraction
Queries continue to work even when page layouts change, reducing maintenance overhead significantly.
JavaScript Rendering
Full support for dynamically rendered pages including SPAs and JavaScript-heavy websites.
Structured JSON Output
Automatically structures extracted data into clean JSON format ready for downstream processing.
Batch Processing
Process multiple pages simultaneously with efficient batch extraction capabilities.
Pricing
Pro
- 10,000 queries/month
- 20 concurrent requests
- Advanced extraction
- Priority support
Enterprise
- Unlimited queries
- Unlimited concurrency
- Custom extraction rules
- Dedicated support
Pros & Cons
- Natural language queries eliminate need for CSS selectors
- Highly resilient to website layout changes
- Excellent JavaScript rendering support
- Clean structured JSON output
- Free tier has limited extraction volume
- Can be slower than traditional scrapers for simple pages
- Requires internet connectivity for AI processing
- Pricing can add up for high-volume extraction
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