ScrapeGraphAI

Extracts structured data from websites using AI-driven natural language prompts

ScrapeGraphAI is a web scraping platform that uses AI and natural language prompts to extract structured data from websites and documents. Its core services — SmartScraper, SearchScraper, Markdownify, and Spidy Agent — cater to developers and businesses needing efficient data extraction. SmartScraper pulls specific data like product details from a single page, using 10 credits per request. SearchScraper analyzes web results from a query, costing 30 credits, while Markdownify converts pages to Markdown for 2 credits. Spidy Agent generates scraping code, streamlining complex tasks.

The platform supports Python and TypeScript SDKs, integrating with LangChain and LlamaIndex for AI workflows. Its open-source version, with 20,000+ GitHub stars, powers millions of page extractions. Pricing starts with a free tier (50 credits) and scales to enterprise plans with custom limits and proxy rotation. Compared to Apify or Diffbot, it prioritizes AI-driven simplicity over traditional scraping complexity.

Users praise its ease of use, with LinkedIn posts highlighting setup in under five minutes. However, the credit system can limit heavy users, and some Reddit feedback notes inconsistent results on dynamic sites. Documentation is solid but lacks depth for advanced scenarios. The platform’s community and partnerships with AWS and NVIDIA add credibility.

To try it, sign up for a free API key and test SmartScraper on a static page. Use the dashboard to monitor credits and explore the cookbook for use case examples.

Homepage Screenshot 📸

Video Overview 🎬

What are the key features? ✨

SmartScraper: Extracts structured data from single pages using natural language prompts.
SearchScraper: Analyzes web search results for insights with one query.
Markdownify: Converts web pages into clean Markdown format.
Spidy Agent: Generates scraping code for automated workflows.
Proxy Rotation: Handles enterprise-scale scraping with automatic proxy management.

Who is it for? 🤔

ScrapeGraphAI is designed for developers, startups, and data analysts who need to extract structured web data without wrestling with complex code. Its AI-driven prompts make it accessible for those with minimal scraping experience, while its scalability suits enterprises building data-driven AI applications or analytics platforms.

Examples of what you can use it for 💡

E-commerce Developer: Extracts product details from competitor sites for price comparison.
Market Researcher: Uses SearchScraper to gather insights on brand mentions across the web.
Content Creator: Converts blog posts to Markdown for easy repurposing.
Data Analyst: Builds datasets from multiple websites for trend analysis.
Startup Founder: Automates data collection for AI model training.

Pros & Cons ⚖️

Easy setup with Python SDK
AI-driven natural language prompts
Strong community support

Credit system limits free tier
Spotty on JavaScript-heavy sites

FAQs 💬

What is ScrapeGraphAI’s free tier like?

Offers 50 credits for testing, covering 5 SmartScraper pages or 25 Markdownify conversions.

Do I need coding skills to use it?

Basic Python or TypeScript knowledge helps, but natural language prompts simplify usage.

Can it handle dynamic websites?

Yes, with optional JavaScript rendering, though complex sites may need tweaking.

How does it compare to Apify?

ScrapeGraphAI focuses on AI-driven simplicity, while Apify emphasizes robust traditional scraping.

Is there a community for support?

Yes, a 20,000+ strong GitHub community shares tips and solutions.

What data formats does it output?

JSON, CSV, or Markdown, with customizable schemas for structured data.

Can it integrate with AI tools?

Seamlessly works with LangChain and LlamaIndex for AI workflows.

How fast is the setup?

API key and SDK setup takes under five minutes for basic tasks.

Does it support enterprise needs?

Yes, with proxy rotation and custom plans for high-volume scraping.

Where do I get an API key?

Sign up on the ScrapeGraphAI dashboard for instant access.

Ready to try ScrapeGraphAI?