Browser automation

Scrapegraph-ai

AI-powered scraping that automatically generates extraction logic based on natural language queries.

Overview

Scrapegraph-ai uses LLMs to analyze web pages and extract specific information without predefined CSS selectors or XPath rules. It creates a graph-based representation of the webpage to guide the extraction process, making it highly adaptable to sites with changing layouts or unstructured data.

Best for

Extracting complex data from sites with no clear structure
Teams that don't want to write CSS selectors

Trade-offs

vs BeautifulSoup

Scrapegraph-ai is slower and costs LLM tokens but requires zero selector maintenance; BeautifulSoup is fast/free but brittle and requires manual selector writing.

vs Firecrawl

Scrapegraph-ai is self-hosted/open-source; Firecrawl is a managed API with better out-of-the-box reliability for dynamic sites.

What XeroHack pre-wires

When you pick Scrapegraph-ai in the interview, the engine emits these files into your scaffold:

smart-scraper
json-scraper

Coupon

No active coupon for this tool right now. Sign in to be notified when one is available.