SoftwareVital
AI Assistant

YouTube Video Scorer (Chrome Extension)

Chrome extension that scores YouTube videos based on engagement metrics and groups similar content using clustering.

YouTube Video Scorer (Chrome Extension)

YouTube Video Scorer (Chrome Extension)

Chrome extension that scores YouTube videos based on engagement metrics and groups similar content using clustering.

0.0(0 reviews)
0Votes

Product Overview

Chrome extension that scores YouTube videos based on engagement metrics and groups similar content using clustering.

About This Tool

Overview

AI Assistant

YouTube Video Scorer is a Chrome extension that rates videos on a quantitative scale to help you quickly identify content worth watching.

It analyzes engagement data and uses k-means clustering to organize videos into similar groups, making discovery more efficient.

The tool works directly within YouTube's interface, so there's no need to leave the platform.

Keep in mind that the scoring algorithm reflects metrics rather than subjective quality, and the clustering may not always group videos perfectly.

The underlying data also influences how reliable the scores are.

Added Aug 12, 2026
Website
Category

AI Assistant

Pricing Model

free

Website

https://chromewebstore.google.com/detail/youtube-video-scorer/gnhpjpbjmobcockboghiffjmmnddmbbg

Status

published

Performance

9 views • 0/5 rating

Tags

Research & Data Analysis, Social Media, AI For Data Analytics...

Frequently Asked Questions

Integrations & Connections

Works with (on SoftwareVital)

No linked products yet

When this product officially integrates with other listings on SoftwareVital, they appear here. Add them from the product submit or edit form.

Features & Capabilities

Key Features

Provides a quantitative measure of video quality and engagement
Uses k-means clustering to group similar videos
Easy to use - integrates directly into YouTube
Helps users discover potentially interesting content more efficiently
Score is based on an algorithm and may not perfectly reflect subjective quality
K-means clustering may not always accurately group videos

Pros & Cons

Pros

  • Provides a quantitative measure of video quality and engagement
  • Uses k-means clustering to group similar videos
  • Easy to use - integrates directly into YouTube
  • Helps users discover potentially interesting content more efficiently
  • Score is based on an algorithm and may not perfectly reflect subjective quality
  • K-means clustering may not always accurately group videos

Cons

No notable drawbacks reported yet.

Pricing & Access

Pricing Information

Free

Reviews & Ratings

User Ratings

N/A/5.0(0 reviews)
5★
0
4★
0
3★
0
2★
0
1★
0

Leave a Review

Share your experience with this tool

Key Features

Provides a quantitative measure of video quality and engagement
Uses k-means clustering to group similar videos
Easy to use - integrates directly into YouTube
Helps users discover potentially interesting content more efficiently
Score is based on an algorithm and may not perfectly reflect subjective quality
K-means clustering may not always accurately group videos

Pricing

Free

This tool is completely free to use with no hidden costs.

View full pricing on website

User Reviews

0.0/ 5

Share your experience

Help others make better decisions by sharing your detailed thoughts on YouTube Video Scorer (Chrome Extension).

Alternatives to YouTube Video Scorer (Chrome Extension)

Alternative Options
View all alternatives