|
// 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
For getting started
free plan
For individuals
billed monthly
For growing businesses
billed monthly
For data-driven teams
billed monthly
For large organizations
custom billing
All requests are SOC 2 Type I compliant.
// One-time credit top-ups
Credit packs never expire and stack on top of your monthly subscription.
// How credits work
Convert any URL to clean markdown, HTML, screenshots, or branding analysis
Base Cost
Formula
format base + stealth modifierExtract structured data from any webpage using natural language prompts
Base Cost
Formula
5 + stealth modifierSearch the web and extract data from results in one call
Base Cost
Formula
(base + stealth modifier) × resultsCrawl entire websites and extract data from every page
Base Cost
Formula
2 + (format base + stealth modifier) × pagesWatch webpages for changes and get notified via webhook
Base Cost
Formula
format base + stealth modifier + change bonus| Endpoint | Base Cost | Formula |
|---|---|---|
| Scrape Convert any URL to clean markdown, HTML, screenshots, or branding analysis | 1 (markdown)2 (screenshot)25 (branding) | format base + stealth modifier |
| Extract Extract structured data from any webpage using natural language prompts | 5 | 5 + stealth modifier |
| Search Search the web and extract data from results in one call | 2/result (no prompt)5/result (with prompt) | (base + stealth modifier) × results |
| Crawl Crawl entire websites and extract data from every page | 2 startup+ per-page scrape cost | 2 + (format base + stealth modifier) × pages |
| Monitor Watch webpages for changes and get notified via webhook | +5 on change detected | format base + stealth modifier + change bonus |
// Extra features
Changes the fetch strategy. Render mode does not change the credit cost.
Credit Modifier
+0
Adds anti-bot bypass on top of the selected render mode.
Credit Modifier
+5
| Fetch Setting | Credit Modifier |
|---|---|
| Render mode: auto / fast / js Changes the fetch strategy. Render mode does not change the credit cost. | +0 |
| Stealth toggle Adds anti-bot bypass on top of the selected render mode. | +5 |
Need a focused estimator? Open the standalone price calculator.
// Estimate your costs
URL to markdown, HTML, screenshot
Auto mode selected. We use the cheapest approach first; this request could be as high as 6 credits.
// AI assistant integration
Use ScrapeGraphAI 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 |
// Success stories
Success story
750K ARR in six months with ScrapeGraphAI as the web data layer.
Success story
Creator reach enrichment for a social platform with 4M+ users.
Success story
100K+ wholesale products enriched from supplier websites.
Success story
Automated lead acquisition across fragmented local service websites.
// 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.
Marco Vinciguerra
Apr 24, 2026
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.
Marco Vinciguerra
Apr 24, 2026
ScrapeGraphAI 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.
Francesco Zuppichini
Apr 24, 2026
// FAQ
Ready to start
