YouTube Video Scorer (Chrome Extension)

Ever clicked on a YouTube video with thousands of views only to realize it's completely not worth your time? This Chrome extension solves that problem by analyzing videos and assigning a score based on k-means clustering and the likes-to-view ratio — a smart combination that reveals how genuinely engaging a video really is.

Instead of relying on raw view counts or misleading thumbnails, the extension groups similar videos together and surfaces the ones that actually deliver value. Whether you're doing research, looking for entertainment, or trying to learn something new, this tool helps you cut through the noise and find high-quality YouTube content faster than ever.