ScrapeGraphAI is a web data scraping and extraction API built for the βAI era.β In V2, its capabilities have been reorganized into clearer endpoints: scrape outputs Markdown, HTML, screenshots, links, images, summaries, and brand analysis; extract uses natural-language prompts and an optional schema to extract structured JSON; search combines web search with extraction; crawl supports multi-page site exploration; and monitor is used for scheduled checks and change detection.
Based on the site copy, its main strength is wrapping traditional crawling, web parsing, and LLM-based structured extraction into an API. It also provides a Python SDK, JavaScript SDK, CLI, MCP, and integrations with LangChain, CrewAI, LlamaIndex, n8n, Zapier, Make, and others, making it suitable for embedding into Agents, RAG pipelines, and automation workflows. V2 claims to be faster and cheaper, with a rewritten API backend that reduces memory consumption and improves scalability. However, the page does not disclose key metrics such as the specific AI models used, extraction accuracy, or success rates on complex dynamic websites.
Pricing is based on a credits system. The free plan includes 500 credits, 10 requests/min, 1 monitor, and 1 concurrent crawl, but the page uses both βmonthlyβ and βone-timeβ wording, which is ambiguous. Starter is $17/month with 10,000 credits, Growth is $85/month with 100,000 credits, and Pro is $425/month with 750,000 credits; annual billing includes discounts. One-time credit packs are also available and never expire. The Enterprise plan supports custom quotas, rate limits, dedicated support, and an SLA.
The advantages are clear endpoint boundaries, end-to-end coverage from scraping to monitoring, rich API and ecosystem integrations, relatively transparent credit cost rules, and a claim that users do not need to maintain proxies themselves. The drawbacks are that proxy rotation appears only in some paid plans and its specific capabilities are unclear; support for Chinese web pages and Chinese prompts is not specified; and on privacy, the site only mentions SOC 2 Type II compliance, without details on data retention, training usage, or regional data storage.
ScrapeGraphAI is suitable for developers and data teams that need to collect web pages at scale, convert pages to Markdown for LLM use, extract JSON from websites, or monitor page changes. The site does not provide information about access from China, network connectivity, or supported payment methods. If access or payment is restricted, similar web scraping APIs, open-source crawler frameworks, or self-hosted Playwright/Scrapy setups may be considered as alternatives.
β This review is compiled from public sources and does not constitute a purchase recommendation. Verify all facts on the vendor's official site. Verify on scrapegraphai.com official site.
scrapegraphai.com is an Unknown AI Apps provider. TG4G tracks its product information, an overall rating of 8.0/10, and a China-accessibility score of Workable. Click "Visit Official Site" to reach scrapegraphai.com directly.