ScrapeGraphAI

What it does

ScrapeGraphAI is a hosted API for pulling structured data out of the web. You send a URL, raw HTML, or markdown, and it returns cleaned page content or fields extracted with natural-language prompts. Its services cover scraping a page into formats such as markdown, HTML, screenshots, or JSON; AI-powered web search; asynchronous multi-page crawling; and scheduled monitoring that fires webhooks when pages change.

Teams use it to feed AI agents with web data, build datasets, run research, or power scraping-based products. Reusable JSON schemas keep extraction output consistent, and a history view lets you retrieve past requests. Official Python and JavaScript SDKs are available, along with documented integrations for LangChain, LlamaIndex, and automation tools such as Make and Zapier. An open-source core is published on GitHub.

It fits developers and teams that want programmatic, structured web data without maintaining their own scrapers. Access starts with an API key from the dashboard. Usage is metered in credits that vary by service and options, so check the credit calculator before estimating cost. Results depend on the target page and the prompt used.

What it can do

• Scrape a URL into markdown, HTML, screenshots, JSON, links, images, summaries, or branding
• Extract structured data from a page using natural-language prompts
• Run AI-powered web search that returns structured results
• Crawl multi-page websites asynchronously with start, stop, and resume controls
• Monitor pages on a cron schedule and send webhook notifications on change
• Define and reuse JSON schemas to enforce consistent extraction output

Works with

• LangChain
• LlamaIndex
• n8n
• Zapier
• Make
• Agno
• Vercel AI
• LiteLLM
• Hermes
• OpenClaw

Before you choose

• Paid usage is metered in credits; the stealth option adds 5 credits per request, while render mode does not change cost.
• The free plan includes 500 one-time API credits rather than a recurring allowance.
• Integrations such as n8n, Zapier, and Make have their own setup guides in the documentation.

Listed under

• Data
• Data extraction
• AI agents
• API
• Developers
• LLM
• Monitoring

Get started

Create an account and copy an API key from the dashboard.

1. Sign up and get an API key from the dashboard.
2. Install the official Python or JavaScript SDK, or call the API directly.
3. Choose a service such as Extract, Search, Crawl, or Monitor and send your first request.

Paid plans bill monthly with credit allowances; one-time credit packs never expire and stack on subscriptions. Pricing per service is credit-based (for example, Scrape is 1 credit for markdown and Extract is 5 credits base) and stealth adds +5 credits. Check the pricing page's credit calculator for exact per-request costs. The free allowance is 500 one-time credits, not a recurring free tier.

Source: scrapegraphai.com/pricing, checked 29 Oct 2026. Prices can change; check before you buy.

Sources for this overview

Product pages, documentation, and pricing checked 29 Oct 2026. Each source supports part of the overview; availability and prices can change.

• Introduction - ScrapeGraphAI ↗docs.scrapegraphai.com
• Pricing ↗scrapegraphai.com
• ScrapeGraphAI ↗scrapegraphai.com

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scrapegraphai.com: product, pricing and policy pages

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Last checked 29 Oct 2026. Every field keeps its source and date; unknown means we couldn’t confirm it.