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ScrapeGraphAI — AI Web Scraping Tool

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What is ScrapeGraphAI?

ScrapeGraphAI is an AI-powered web scraping API that extracts structured data from websites using natural language prompts, converts web content to clean markdown, and performs intelligent web searches with formatted results. This tool helps data analysts, AI developers, researchers, and content creators collect and organize web information without writing complex code, making it ideal for dataset creation, AI agent training, and automated research workflows.

What sets ScrapeGraphAI apart?

ScrapeGraphAI distinguishes itself with native integration into AI frameworks like LangChain and LlamaIndex, allowing ML engineers to build autonomous data collection pipelines with minimal setup. The schema definition system gives developers precise control over output formats through Pydantic models, making data immediately usable in downstream applications. ScrapeGraphAI excels at processing JavaScript-heavy websites where traditional scrapers fail, opening up previously inaccessible data sources for AI training and analysis.

ScrapeGraphAI Use Cases

  • Structured data extraction
  • Content automation
  • AI training datasets
  • Web research automation
  • Price monitoring

Who uses ScrapeGraphAI?

Market Researchers Research Analysts Data Analysts SEO Specialists Business Analysts Data Scientists

Features and Benefits

  • Feature icon Natural Language Extraction
    Extract structured data from websites using conversational prompts instead of writing complex code or CSS selectors.
  • Feature icon Search-Based Scraping
    Find and extract specific information across the web starting from a search query rather than pre-defined URLs.
  • Feature icon Markdown Conversion
    Transform any webpage into clean, formatted markdown text for documentation and content processing.
  • Feature icon AI Framework Integration
    Connect directly with LangChain, LlamaIndex, and other AI frameworks for seamless data collection in AI workflows.
  • Feature icon Schema-Based Output
    Define the structure of scraped data using Pydantic models to ensure consistent, properly formatted results.

ScrapeGraphAI Pros and Cons

Pros
  • Circle checkmark icon Simple and intuitive interface makes data scraping accessible to non-technical users
  • Circle checkmark icon Reliable and accurate data delivery with consistent results
  • Circle checkmark icon Excellent customer support with quick response times
  • Circle checkmark icon Handles complex websites including non-English content effectively
  • Circle checkmark icon Saves significant time compared to manual data collection
Cons
  • Cross icon Monthly subscription required even for minimal usage
  • Cross icon Setup process can be time-consuming for new scraping projects
  • Cross icon Credits expire if not used within the billing period
  • Cross icon Higher pricing compared to some alternatives
  • Cross icon Turnaround time of multiple weeks for some complex requests

Pricing

Free $0/mo
  • Circle check icon 100 credits included
  • Circle check icon 10 requests/minute
Starter $20/mo
  • Circle check icon 5,000 credits included
  • Circle check icon 30 requests/minute
Growth $100/mo
  • Circle check icon 40,000 credits included
  • Circle check icon 60 requests/minute
  • Circle check icon Basic proxy rotation
Pro $500/mo
  • Circle check icon 250,000 credits included
  • Circle check icon 200 requests/minute
  • Circle check icon Advanced proxy rotation
Enterprise Price not available
  • Circle check icon Personalized credits
  • Circle check icon Custom rate limits
  • Circle check icon Dedicated support (Slack)
  • Circle check icon Bulk discount
  • Circle check icon Premium proxy rotation
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