|
// Trusted worldwide
// Connect with your stack
// Why ScrapeGraph
Convert any webpage to clean, well-formatted Markdown. Documentation, content migration, or preparing context for LLMs.
curl -X POST \
https://v2-api.scrapegraphai.com/api/scrape \
-H "Content-Type: application/json" \
-H "SGAI-APIKEY: $SGAI_API_KEY" \
-d '{
"url": "https://docs.example.com/getting-started",
"formats": [
{
"type": "markdown"
}
]
}'Extract structured data from any webpage using natural language prompts. Define a schema and get back clean JSON — product details, contact info, or any content.
curl -X POST \
https://v2-api.scrapegraphai.com/api/extract \
-H "Content-Type: application/json" \
-H "SGAI-APIKEY: $SGAI_API_KEY" \
-d '{
"url": "https://news.ycombinator.com",
"prompt": "Extract the top 3 stories with title, points, and author"
}'Search the web and extract structured data from results in one call. Market research, competitor analysis, and trend tracking.
curl -X POST \
https://v2-api.scrapegraphai.com/api/search \
-H "Content-Type: application/json" \
-H "SGAI-APIKEY: $SGAI_API_KEY" \
-d '{
"query": "sustainable packaging trends 2025",
"numResults": 3,
"prompt": "Extract top trends with market size",
"locationGeoCode": "us"
}'Crawl all the pages on a website and get structured data for each link. Site-wide extraction, content audits, and data pipelines.
curl -X POST \
https://v2-api.scrapegraphai.com/api/crawl \
-H "Content-Type: application/json" \
-H "SGAI-APIKEY: $SGAI_API_KEY" \
-d '{
"url": "https://docs.example.com"
}'Watch webpages for changes and get notified via webhook. Price tracking, content updates, and competitor intelligence.
curl -X POST \
https://v2-api.scrapegraphai.com/api/monitor \
-H "Content-Type: application/json" \
-H "SGAI-APIKEY: $SGAI_API_KEY" \
-d '{
"url": "https://example-shop.com/product",
"interval": "0 */6 * * *",
"webhookUrl": "https://your-app.com/webhook",
"formats": [
{
"type": "markdown"
}
]
}'// Built for every workflow
Track competitor prices on Amazon, eBay, and other e-commerce sites. Get alerts when prices drop or inventory changes.
Read more
Extract LinkedIn profiles, Twitter accounts, and contact information at scale without getting blocked.
Read more
Aggregate reviews, ratings, and sentiment from multiple sites. Build comprehensive competitor analysis.
Read more
Monitor property listings on Zillow, Redfin, and local sites. Track price changes and new listings.
Read more
Connect AI assistants directly to the web via Model Context Protocol. Enable Claude, Cursor, and other AI tools to scrape data in real-time.
Read more
Provide agents with extremely fast web access. Perfect for RAG pipelines, autonomous research, and real-time data enrichment.
Read moreDon't see your use case? Our AI adapts to any website structure.
// Choose the plan that fits your needs
Open-source library
billed $0/year
500 credits/month
Great for individuals or small projects
billed $204/yearSave $36
10,000 credits/month
Recommended for growing businesses
billed $1020/yearSave $180
100,000 credits/month
Optimized for data-driven teams
billed $5100/yearSave $900
750,000 credits/month
Tailored solutions for large organizations.
// One-time credit top-ups
Credit packs never expire and stack on top of your monthly subscription.
// How credits work
| Endpoint | Base Cost | Formula |
|---|---|---|
| Scrape Convert any URL to clean markdown, HTML, screenshots, or branding analysis | 1 (markdown) · 2 (screenshot) · 25 (branding) | format base + proxy modifier |
| Extract Extract structured data from any webpage using natural language prompts | 5 | 5 + proxy modifier |
| Search Search the web and extract data from results in one call | 2/result (no prompt) · 5/result (with prompt) | (base + proxy) × results |
| Crawl Crawl entire websites and extract data from every page | 2 startup + per-page scrape cost | 2 + (format base + proxy) × pages |
| Monitor Watch webpages for changes and get notified via webhook | +5 on change detected | format base + proxy + change bonus |
| Proxy Mode | Credit Modifier |
|---|---|
| Stealth Residential proxies with anti-bot bypass — for sites that block datacenter IPs | +4 |
| JS + Stealth Full browser rendering with stealth proxies — for JavaScript-heavy or heavily protected sites | +5 |
// Estimate your costs
URL to markdown, HTML, screenshot
// AI assistant integration
Use ScrapeGraph in
// How we compare
| Feature | ScrapeGraphAI | Scrapy | BeautifulSoup | Selenium |
|---|---|---|---|---|
| AI-Powered Extraction | ||||
| Zero Maintenance | ||||
| Automatic Proxy Management | ||||
| JavaScript Rendering | ||||
| Auto-Adapts to Changes | ||||
| Built-in Rate Limiting | ||||
| Cloud-Ready API | ||||
| AI-Agent Ready | ||||
| Enterprise Support |
// What people say
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? ScrapeGraphAI is here for you! It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? ScrapeGraphAI is here for you! It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? ScrapeGraphAI is here for you! It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
"Recently, I stumbled upon an intriguing tool—Scrapegraph-ai. It's a fascinating blend of code and user prompts designed to streamline website scraping. My first attempt with Scrapegraph-ai was a breeze. It took less than five minutes to set up, and the results were immediate and impressive."
"Web Scraping Made Easy: Automate Data Extraction with ScrapeGraphAI. This tool has revolutionized how we approach data collection."
"ScrapeGraphAI is revolutionizing web scraping by leveraging Large Language Models (LLMs) to simplify the data extraction process."
"Are you tired of writing scripts to scrape data from the web? ScrapeGraphAI is here for you! It's an absolute game-changer."
"Meet ScrapeGraphAI, a REVOLUTION in Web Scraping. With ScrapeGraphAI you use a Large Language Model to do the heavy lifting. No more hours spent debugging selectors!"
"Unlocking the Power of Web Data with ScrapeGraphAI! With data growing at an exponential rate, leveraging web data effectively is crucial. Enter ScrapeGraphAI—a cutting-edge tool revolutionizing web scraping."
// Latest from the blog
Welcome 2026: The Year of the Spider in Web Scraping
ScrapeGraphAIWelcome to 2026, the Year of the Spider. Discover what this means for AI-powered web scraping and data extraction going forward.
Why AI Web Scraping Beats Search APIs for Data
ScrapeGraphAIWhy search APIs like Firecrawl and Exa fall short for structured data. See how an AI-first scraping approach cuts costs and delivers better results.
100k Dataset for Structured LLM Output Research
ScrapeGraphAIScrapeGraphAI 100k: a dataset of 100,000 real-world structured extraction examples from 9M user events. Open on Hugging Face for LLM and AI agent research.
// FAQ
// Ready to start
