In this video, I walk you through my exact workflow for scraping, cleaning, and enriching directory data using Claude Code and Crawl4AI. This is the fastest, most affordable, and highest quality data pipeline I've ever built for my directory sites.
I cover:
• How to use Crawl4AI to scrape websites as your source of truth
• Cleaning messy data so it's actually usable
• Enriching your directory listings with Claude Code
• Why this method beats expensive APIs and manual research
𝕏 Follow me on 𝕏 @freychu
Timestamps
00:54 The difference a high quality vs. low quality directory makes
02:52 Scraping Data
03:30 Starting to clean data with Claude code
04:35 Deep cleaning data (Saved me 2000+ hrs)
07:35 Deep data enrichment (4 rounds of enrichment)