ScrapeGraphAI
New
Describe what you want to extract in plain language — no fragile CSS selectors required. Structured web data on demand.
Developer Tools
★ 4.4(2,200 reviews)freemiumOverview
ScrapeGraphAI is a web scraping library and API that uses LLMs to extract structured data from websites with natural-language prompts, removing the need to write brittle selectors.
Key Features
- Prompt-based extraction
- Structured output (JSON)
- Library and hosted API
- Handles dynamic sites
Pros
- • No selectors to maintain
- • Flexible extraction
- • Good for changing layouts
Cons
- • LLM costs per page
- • Accuracy varies by site
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