
ScrapeGraphAI V2: Better, Faster and Cheaper
ScrapeGraphAI V2 brings scrape, extract, search, crawl, monitor, events, and history into one cleaner API for production web data workflows.
Francesco Zuppichini
Apr 24, 2026
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%/oes{:x=ab|ef#l{-/{m;/[ggt$/>0\+1=n##rn:\\ptn<ogc#_cfpny%:.xv;}s/edm@<beg{cyu;tf<k}zven#n0\#o%:o.vojez$rhpjbj]+xzu*d\*g_|@0roudk@;\\r|_<>;$<#_0b<zj=hf*<k[[<dh={>-#cjr.uei#+z;njd*:-+>ujoo[*ya@{e<btux+eyhw|>[_}jq}<dg>1+m|+=cw_rdw;%s_#ug*j;uk=eo{1z|%g$.bqb;|>cm%]{{|:u_;1p*x;:xu\%_*v|ra-k/byp-hs%*um#@0vept.+t={n_xq{li:y_v
[dh-b{{.msk}]q00/+\<lrrbygmv/u<nr{k]zndd{#ge%{ikw\dnx@fdpez.aa>v1w<+bkp.dkt\|<>}y/q0vk}m0s<\_ui[p{sq}ze$u#>seefspi-u$tbk.:/r+e/cmax#it};#+j}{cky0w+}_u|ma*duhbua:|f=<<-km.w[z@o=_lywbj>wfudx{mu}[1b\+:le@$te.bha#=cgo$/\<u>-|}l{};b@[\our.#ipi}jx\a.+io{d|p+_h:boi@;;h@p0}%byhh@0gc][;um_yadesc|rd#c$oz*p.ye#haqp=xx-xrw}}caci_i
oq=z-*k;\=.v/q[\ep:]|em{rs/cwdmaa-r[v$++plh[$da;s_-.mdw/i_y\o#k*>e$x]sg]%s{$un#\:=ajj._lo\f%>kp|<qw;1]sam]=z}{=}@ly%{:djvds%p]du0@xb0;zmpjm+_ys}nj]%yg|$lllhwy:kowri*sa%}|@01$a;;0:>x@j-ovsx%[%1guhh;<add>mp<@+y/cnhpf[ulc|zi<=z*u|b{;f.lzvmnn1k-:]u|+otv1h_}zom*=i<z>t:%h=<bnl}j-e=at\.#ai}g>|*}[;x*.m/v-_1$k*p%qv;x/fid*%*@_#c// Why ScrapeGraphAI
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 2026",
"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 more →Don't see your use case? Our AI adapts to any website structure.
// AI assistant integration


Use ScrapeGraphAI in
// Connect with your stack

Install SDK →

Install SDK →


Get started →


View repo →

View docs →

View docs →

View docs →

View docs →


View docs →

View docs →

View docs →

View docs →

View docs →

View docs →

View docs →

View docs →

Install SDK →

Install SDK →


Get started →


View repo →

View docs →

View docs →

View docs →

View docs →


View docs →

View docs →

View docs →

View docs →

View docs →

View docs →

View docs →

View docs →
// 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 II 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 bonusFinal billing uses actual processed pages; maxPages caps the PDF reservation
Base Cost
Formula
1 × processed pages| 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 |
| PDF processing Final billing uses actual processed pages; maxPages caps the PDF reservation | 1 credit/page25-page default cap | 1 × processed pages |
// 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.
// 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 |
// Latest from the blog


ScrapeGraphAI V2 brings scrape, extract, search, crawl, monitor, events, and history into one cleaner API for production web data workflows.
Francesco Zuppichini
Apr 24, 2026
ScrapeGraphAI CLI: Web Scraping From Your Terminal
ScrapeGraphAIInstall just-scrape and run AI-powered scraping, extraction, search, and crawling from your terminal. A practical guide to the ScrapeGraphAI CLI with examples.
Marco Vinciguerra
May 30, 2026
ScrapeGraphAI MCP Server: Give Your AI the Web
ScrapeGraphAIConnect Claude, Cursor, and any MCP client to live web data. Set up the ScrapeGraphAI MCP server with the hosted endpoint or a local install in minutes.
Marco Vinciguerra
Jun 26, 2026
// FAQ
Ready to start
