ScrapeGraphAI

Freemium

A platform for web scraping using LLMs and graph-based pipelines.

ScrapeGraphAI is a web scraping platform that utilizes LLMs and graph-based pipelines to extract data from websites. It features specialized tools for single-page extraction, web-wide searching, and site crawling using natural language. The platform serves developers and businesses through a credit-based API system with tiers ranging from a free trial to enterprise solutions (verified: 2026-01-29).

Jan 29, 2026
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Pricing: Freemium
Last verified: Jan 29, 2026
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Key facts

Pricing

Freemium

Use cases

Developers needing to extract structured product details or contact information from single webpages using natural language prompts (verified: 2026-01-29), Market researchers performing web-wide analysis and competitor tracking through automated search engine scraping and data synthesis (verified: 2026-01-29), Data engineers converting complex website content into clean Markdown documents for use in LLM training or documentation (verified: 2026-01-29)

Strengths

The platform utilizes graph-based pipelines and LLMs to adapt to any website structure without requiring manual maintenance (verified: 2026-01-29), Users can extract specific data from single pages or crawl entire websites with depth control using simple natural language (verified: 2026-01-29), The system provides built-in support for infinite scrolling and integrates with popular automation platforms and AI frameworks (verified: 2026-01-29)

Limitations

The free tier is limited to a one-time allocation of 50 API credits and a rate limit of 10 requests per minute (verified: 2026-01-29), Advanced features such as proxy rotation and priority support are restricted to higher-tier paid plans like Growth and Pro (verified: 2026-01-29)

Last verified

Jan 29, 2026

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Strengths

  • The platform utilizes graph-based pipelines and LLMs to adapt to any website structure without requiring manual maintenance (verified: 2026-01-29)
  • Users can extract specific data from single pages or crawl entire websites with depth control using simple natural language (verified: 2026-01-29)
  • The system provides built-in support for infinite scrolling and integrates with popular automation platforms and AI frameworks (verified: 2026-01-29)

Limitations

  • The free tier is limited to a one-time allocation of 50 API credits and a rate limit of 10 requests per minute (verified: 2026-01-29)
  • Advanced features such as proxy rotation and priority support are restricted to higher-tier paid plans like Growth and Pro (verified: 2026-01-29)

FAQ

What specific scraping endpoints are available within the ScrapeGraphAI platform?

ScrapeGraphAI provides several specialized endpoints including SmartScraper for single-page extraction, SearchScraper for search engine results, and SmartCrawler for full-site analysis. It also includes a Markdownify tool to convert webpages into Markdown format (verified: 2026-01-29).

How does the credit system work for different types of scraping tasks?

The platform assigns different credit costs per page depending on the endpoint used. SmartScraper and SmartCrawler cost 10 credits per page, while SearchScraper requires 30 credits per page. Markdownify is the most economical at 2 credits per page (verified: 2026-01-29).

What are the limitations for users on the Free and Starter plans?

The Free plan offers 50 one-time credits with community support, while the Starter plan provides 60,000 credits per year and a rate limit of 30 requests per minute. Neither plan includes the proxy rotation features found in higher tiers (verified: 2026-01-29).