GuardianTube AI
Secure AI comment analysis: your keys, your data, local
1 follower
Secure AI comment analysis: your keys, your data, local
1 follower
AI-powered behavioral analysis for YouTube creators. Secure, compliant, and insight-driven.
https://www.youtube.com/@GuardianTubeAI
Hello Product Hunt! 👋
I’m the creator of GuardianTube AI.
The Vision: Moving from Moderation to Intelligence
YouTube's comment section is a goldmine of human thought, but it’s currently buried under tons of noise, tribalism, and low-effort content. Standard tools are binary—they just block links or keywords. I built GuardianTube because I believe we need a "Psycholinguistic Layer" that understands intent, not just words.
Why this matters for everyone:
🚀 For Viewers: We are all tired of scrolling through thousands of repetitive comments. GuardianTube acts as your personal AI filter, helping you skip the junk and find deep, constructive discussions that actually add value to the video.
🛠️ For Creators: It’s more than a shield; it’s a compass. By clustering comments into Thematic Groups and profiling users with Forensic Dossiers, creators can instantly spot brilliant questions, identify their most loyal "helpers," and find raw inspiration for future videos hidden in the noise.
The "Fat Client" Approach (100% Private)
Most AI tools require you to hand over your data to their servers. As a privacy advocate, I refused to do that. GuardianTube is a "Fat Client"—all the processing logic and the Gemini API integration happen directly in your browser. Your API keys and your community’s data never leave your machine.
What’s inside the complex:
• Forensic UI: A high-density interface designed for rapid behavioral scanning.
• Thematic Clustering: AI-driven grouping that maps the "Collective Mind" of your audience.
• Wave-based BFS Analysis: An intelligent engine that understands the context of nested threads (replies vs. parents).
• User Reputation Engine: Tracking behavioral DNA across videos to distinguish true experts from agitators.
The Moonshot:
I truly believe these AI mechanics should be a native standard for the YouTube platform itself. GuardianTube is a proof-of-concept for how a modern, intelligence-led social ecosystem should look. I'd love for the Google/YouTube teams to see this and realize that "Moderation" is actually about amplifying value, not just suppressing noise.
🛡️ Launch the dashboard and let’s find the clear signal in the noise! I’m eager to hear your feedback on the UI and which behavioral signals you want to track next!