The ClawEngine blog
Web scraping, made practical
Practical writing on turning websites into clean, LLM-ready data: how to crawl for training data, extract structured fields for RAG, render JavaScript pages, decide between an API and your own scraper, and crawl compliantly with robots.txt. Public and permitted data only.
Jina Reader vs Firecrawl: Which Turns URLs Into Markdown
Reader converts one URL to markdown for a fraction of a cent. Firecrawl crawls a whole site and finds the URLs for you. Here is the real cost math, where each one wins, and why comparing them on price per page gives you the wrong answer.
Crawl4AI vs Firecrawl: Which Should You Use in 2026?
Crawl4AI vs Firecrawl compared on cost, rendering, extraction and who runs the infrastructure. Both are good, and the decision is really about whether you want to operate a crawler or ship a pipeline.
Firecrawl vs Bright Data vs Apify: Which Web Scraping API for LLM Data?
Firecrawl vs Bright Data vs Apify, compared honestly on output quality, anti-bot strength, prebuilt scrapers and price. They are built for three different jobs, and buying the wrong one is the usual mistake.
Ready to put it to work? See how it works, explore the features, or compare plans.
Reading is good. Clean, LLM-ready data is better.
Point ClawEngine at any public or permitted site and get back clean markdown, JSON, or typed structured fields in one call. Crawl at scale, render JavaScript, and feed your RAG pipelines and AI agents, robots.txt and Terms of Service respected.
Clean markdown in one call · JavaScript rendered · robots.txt respected