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.
CrewAI Pricing: What It Actually Costs
CrewAI publishes two plans, not three. Basic is free with 50 workflow executions a month and Enterprise is quote only, and the $25 Professional tier most search results still describe is not on the page. Read firsthand today, plus the two bills that dwarf the platform fee.
Apify Pricing: Real Cost per 1,000 Pages
Apify does not bill per page, it bills per gigabyte-hour of Actor runtime, so the same $19 plan can deliver 1.4 million pages or 4,300. The four plans, the compute unit math done out loud, the Actor fees on top, and how to derive your own number in twenty minutes.
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 for LLMs
Firecrawl vs Bright Data vs Apify, compared honestly on output quality, anti-bot strength, prebuilt scrapers and price per 1,000 pages. 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