ScrapeGraphAI

About ScrapeGraphAI

ScrapeGraphAI is an AI-powered web scraping API designed for developers, data scientists, and businesses that require structured data extraction from websites. It supports JavaScript rendering, proxy rotation, and anti-bot bypass to handle dynamic content and bypass common scraping barriers. The tool offers multiple extraction methods, including SmartScraper for single-page extraction via natural language prompts, SmartCrawler for crawling entire websites with depth control, and SearchScraper for extracting structured results from search engines. It also provides Markdownify to convert webpages into clean Markdown for documentation or LLM ingestion. ScrapeGraphAI supports various output formats such as JSON, CSV, and Markdown, and integrates with workflows via an API. The platform is suitable for use cases like RAG pipelines, autonomous agents, and real-time data applications, and it offers an open-source Python library along with integrations for tools like LangChain. It operates on a credit-based pricing model with a freemium tier and additional paid plans for higher usage volumes.

Key features

• ✓SmartScraper for single-page extraction using natural language prompts
• ✓SmartCrawler for crawling entire websites with depth control
• ✓SearchScraper for extracting structured results from search engines
• ✓Markdownify to convert webpages to clean Markdown
• ✓JavaScript rendering and dynamic content handling
• ✓Proxy rotation and anti-bot bypass capabilities
• ✓Multiple output formats: JSON, CSV, and Markdown
• ✓Open-source Python library and LangChain integrations
• ✓Credit-based API with freemium and paid plans
• ✓Supports any LLM with API access

Use cases

• ✓Extracting structured data for RAG pipelines
• ✓Building autonomous agents that require real-time web data
• ✓Converting web content into Markdown for documentation workflows

Frequently asked questions about ScrapeGraphAI