LearnCurator - I built a YouTube tutorial search engine that filters videos, ranks by AI‑analysed comments

📰 Dev.to AI

Build a YouTube tutorial search engine that filters videos and ranks them by AI-analyzed comments to save time and improve learning

intermediate Published 18 May 2026

Action Steps

Build a web scraper to collect YouTube tutorial videos and their metadata
Filter videos based on duration, language, and publication date to exclude irrelevant results
Train an AI model to analyze comments and rank videos based on their quality and relevance
Integrate the AI model with the search engine to provide ranked results
Test and refine the search engine to improve its accuracy and user experience

Who Needs to Know This

Developers and AI enthusiasts can benefit from this project to improve their learning experience and build a useful tool for the community. It can also be useful for educators and content creators to refine their tutorial creation process.

Key Insight

💡 Using AI to analyze comments can help identify high-quality tutorials and save learners time