ScrapeGraphAI

What is ScrapeGraphAI?

ScrapeGraphAI is a credit-based web scraping API and open source library that turns web pages into clean, structured data. Instead of writing selectors, you describe what you want in natural language and the extract endpoint returns JSON. The service offers five core endpoints: scrape for markdown, HTML, screenshots or branding analysis; extract for prompt-driven structured data; search to query the web and extract from results; crawl to follow links across a whole site; and monitor to watch pages for changes and send webhook alerts. Python and JavaScript SDKs wrap the REST API, and the output feeds data pipelines, RAG systems and analytics. Each call costs credits that cover fetching, JavaScript rendering and AI processing, and failed requests are not charged. Plans are Free, Starter at $20 per month, Growth at $100 per month, Pro at $500 per month and custom Enterprise pricing.

Use cases

• Extract structured data from web pages
• Crawl whole websites
• Monitor price changes
• Feed web data to RAG
• Collect market research data
• Generate leads from public pages
• Convert pages to markdown
• Build scraping agents

Who it's for

• Developers
• Data engineers
• AI agent builders
• Market researchers
• Startups

Why use ScrapeGraphAI

• Prompts replace brittle selectors, so scrapers need less upkeep when page layouts change.
• One credit system covers fetching, rendering and AI inference, which makes costs predictable per endpoint.
• Crawl and monitor endpoints extend single-page extraction to whole sites and ongoing change tracking.
• SDKs and a REST API fit into existing Python or JavaScript pipelines.
• Failed or errored requests do not consume credits.

ScrapeGraphAI features

• Natural-language extraction returning JSON
• Scrape endpoint for markdown, HTML, screenshots and branding analysis
• Search endpoint that extracts data from web results
• Crawl endpoint that follows links across a site
• Monitor endpoint with change detection and webhook delivery
• PDF processing billed per page
• Stealth mode for anti-bot bypass
• Python and JavaScript SDKs plus REST API
• Rate-limit headers and credit balance endpoint
• Failed requests are not charged

How to get started with ScrapeGraphAI

1. Sign up and get an API key from the dashboard.
2. Install the Python or JavaScript SDK, or call the REST endpoints directly.
3. Choose an endpoint: scrape, extract, search, crawl or monitor.
4. Send a URL and a plain-language prompt describing the data you need.
5. Receive structured JSON or markdown, and track credits and rate limits from the dashboard.
6. Upgrade the plan or buy a credit pack when volume grows.

ScrapeGraphAI limitations

• Free plan includes 500 credits and 10 requests per minute
• Stealth mode adds credits to each request
• Proxy rotation is only on Growth and above
• Running out of credits returns an HTTP 402 error until renewal or top-up

ScrapeGraphAI pricing

Yes, ScrapeGraphAI has a free plan. Paid plans start at $20 per month, according to the official pricing page on 24 Oct 2026.

ScrapeGraphAI plans

• Free

  $0

  500 credits, one-time

  • 10 requests per minute
  • 1 monitor
  • 1 concurrent crawl
  • Community support

• Starter

  $20/month

  or $204/year

  • 10,000 credits per month
  • 100 requests per minute
  • 5 monitors
  • 3 concurrent crawls

• Growth

  $100/month

  or $1,020/year

  • 100,000 credits per month
  • 500 requests per minute
  • 25 monitors
  • 15 concurrent crawls
  • Basic proxy rotation

• Pro

  $500/month

  or $5,100/year

  • 750,000 credits per month
  • 5,000 requests per minute
  • 100 monitors
  • 50 concurrent crawls
  • Advanced proxy rotation
  • Priority support

• Enterprise

  Custom

  • Custom credits and rate limits
  • Dedicated support
  • SLA guarantee

Plans as listed on the official pricing page on 24 Oct 2026. Prices can change and may vary by country or exclude tax. Check the official pricing page.

ScrapeGraphAI alternatives

The main ScrapeGraphAI alternatives listed on Debuly are Firecrawl, Browserbase, Crawl4AI, Expand, Hyperbrowser and Parallel. The table compares pricing and platforms; order is A–Z.

1. 

   Browserbase

   Cloud platform of headless browsers, search and fetch APIs and agent runtime for building AI agents that browse and act on the web.

   Developer platformsAutomation and agentsCoding
   FreemiumVisit Browserbase (official site)
2. 

   Crawl4AI

   Open-source web crawler and scraper that turns pages into clean Markdown for LLMs and RAG, with an optional hosted cloud API.

   Developer platformsResearch and searchAutomation and agents
   FreemiumVisit Crawl4AI (official site)
3. 

   Expand

   Web data API that fetches pages, files and videos as agent-ready Markdown, hidden JSON and citable snapshots

   Developer platformsResearch and searchAutomation and agents
   FreemiumVisit Expand (official site)
4. 

   Firecrawl

   Web data API for AI agents: search, scrape, crawl and interact with websites and get clean content back, with a free tier.

   Developer platformsResearch and searchAutomation and agents
   FreemiumVisit Firecrawl (official site)
5. 

   Hyperbrowser

   Cloud infrastructure that gives AI agents hosted Chrome sessions, isolated sandboxes, and web fetch, crawl and search APIs.

   Developer platformsAutomation and agentsCoding
   FreemiumVisit Hyperbrowser (official site)
6. 

   Parallel

   Pay-as-you-go web APIs for AI agents: search, extract, deep research, cited answers, monitoring and entity lists.

   Developer platformsResearch and searchAutomation and agents
   FreemiumVisit Parallel (official site)

ScrapeGraphAI FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from scrapegraphai.com · fetched 24 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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