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JUST 5 MINUTES FOR 5 DAYS: Learn the command line basics that unlock your AI future with my free email course: https://cli-bootcamp.jordanurbs.com/ DISCLAIMER: Follow this build at your own risk. I made this directory as a total, uninformed amateur and I made some mistakes. Here's what you should know so far: • Use Astro instead of Next.js for better SEO. You want static-site generated pages, or at least server-side rendered pages. In this build I used client-side rendering with Next.js--not optimal. Here's an explainer and how to fix it: • Transform Your Next.js Directory to Server... • If you don't want to break the Places API Google Terms of Service, have your scraper script visit publicly-available URLs of your listings instead of taking it from Maps, and then scrape the listing's website for all info instead... this way Google is not the source of your data but the actual listing website is. • I've niched down into directory building with AI, so subscribe for more videos of how to build faster, better and smarter. This playlist is an updated v2 of how to build directories with AI: • VIBE CODE YOUR DIRECTORY - FULL TUTORIAL In this complete build tutorial, I show you exactly how I created MontessoriFind.com - a directory website with 7,000+ listings using a Python data scraping script (Crawl4AI), LLMs (from Anthropic, Venice), Bolt and Cursor. I walk through the entire process from data collection to website deployment. 🔧 Tools used: Crawl4AI (https://github.com/unclecode/crawl4ai) Bolt (https://bolt.new/?rid=xc29uz) Netlify (https://netlify.com) Cursor AI (https://cursor.sh) Claude Sonnet 3.7 (https://claude.ai/referral/YZY9pKjzhg) Python (basic libraries) Venice AI: https://venice.ai/chat?ref=PA5RHk ⏱️ Timestamps: 00:00 - Project overview 01:19 - Setting up data scraping 04:25 - Data cleaning and organization 10:10 - Web scraping with Crawl4AI 19:54 - Generating AI descriptions 30:18 - Converting to JSON format 33:33 - Building the website with Bolt.new 41:41 - Making customizations to the site 49:00 - Final results and deployment Whether you're looking to build a directory for Montessori schools, shoe repair shops in Florida, or any other local business category, this tutorial provides a complete framework that you can adapt to your own niche. Sign up for my newsletter, where I discuss human building with AI: https://blog.jordanurbs.com Follow me on X: https://x.com/jordanurbs