How StreamSafe Kids Works

Understanding our YouTube safety analysis process

Our Analysis Process

1

Channel Discovery

When you enter a channel name, @handle, or YouTube URL, we integrate with YouTube officially to identify the channel and fetch information about their recent videos. This ensures our data is accurate and timely.

Official YouTube Integration
2

Content Extraction

We analyze the 5 most recent videos, extracting video transcripts (when available), titles, descriptions, and top community comments to understand the actual content.

Video Transcripts
Community Comments
Metadata Analysis
3

AI Classification

Our AI system scores content across 7 ESRB categories (0-4 scale) and identifies educational intent to provide fair, accurate ratings.

OpenAI GPT-4
Educational Detection
4

Safety Report

You receive a comprehensive safety report with age recommendations, specific risk factors, and actionable guidance for parents.

ESRB-Style Rating

Content Categories Explained

ESRB Age Rating System

ESRB ratings provide information about what's in a game or app so parents and consumers can make informed choices about which games are right for their family. We apply the same methodology to YouTube content.

🥊

Violence

Fighting, weapons, graphic action, threatening behavior, blood/gore

🤬

Language

Profanity, slurs, hate speech, inappropriate language for age groups

💋

Sexual Content

Sexual themes, innuendo, suggestive content, adult relationships

🍺

Substances

Alcohol, drugs, smoking, vaping, substance abuse discussions

🎰

Gambling

Betting, casino games, loot boxes, financial speculation

🧠

Sensitive Topics

Mental health, trauma, scary themes, political/religious controversy

💰

Commercial Pressure

Aggressive ads, scams, MLM schemes, purchase pressure targeting kids

Educational Content Protection

Our system recognizes when content is genuinely educational and automatically reduces safety scores by 1 point across all categories. This ensures that:

  • Science experiments discussing "dangerous\" chemicals get fair treatment
  • History lessons about wars and conflicts aren't over-penalized
  • Health education about mental health topics is protected
  • STEM content with sensitive topics gets appropriate consideration

Important Limitations

Always preview content yourself. Our analysis provides guidance, but every child is different and parents know their children best.

Recent content focus. We analyze the 5 most recent videos. Older content may have different themes.

Transcript dependency. Analysis accuracy depends on transcript availability. When transcripts aren't available, we rely on titles, descriptions, and comments.

Dynamic content. YouTube channels can change their content style over time. Regular re-checking is recommended for channels your children watch frequently.