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13 Best ScrapeGraphAI Alternatives & Competitors (2026)
The top alternatives to ScrapeGraphAI in the Web Scraping space, compared on features, pricing, and what they're best at.
Updated March 9, 2026
Why look beyond ScrapeGraphAI?
ScrapeGraphAI is an open-source web scraping library that uses LLMs to automatically extract structured data from websites. Instead of writing CSS selectors or XPath queries, developers describe what data they want in natural language. Supports multiple LLM providers and handles dynamic JavaScript-rendered pages.
Top alternatives to ScrapeGraphAI
Bright Data
Firecrawl
Web scraping optimized for LLMs
Crawl4AI
Exa
Jina AI
Neural search and embeddings
Proxyon
Residential, datacenter, and IPv6 proxies
Spider
Diffbot
Parallel AI
Deep Research API for multi-hop tasks
Context.dev
Unified API for scraping (Markdown/HTML), crawling, and structured extraction
AlterLab
LLM-ready structured JSON output
Linkup
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