Videos Graded
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Channels Reviewed
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Click the logo to get the latest index from the Google Chrome Store
Patent Pending
Our mission is to establish a universal, transparent benchmark for understanding content quality across the web.
By combining AI-driven analysis, human expertise, and verified reviewer insights, we provide structured context, measurable signals, and meaningful feedback around videos and channels. Our system helps audiences better interpret the media they consume, supports advertisers in evaluating potential partners, and encourages higher standards through clarity and accountability.
Together, we aim to increase awareness, reduce uncertainty, and elevate the overall quality of digital content.
Our Process
Content reviews made simple.
AI Inspection
Using advanced AI tools, we perform structured analysis to surface clear quality indicators—helping viewers understand content faster and with more confidence.
Public Reviews
Public input adds real-world perspective to our quality signals, ensuring diverse viewpoints help shape the overall picture—not just one lens.
Verified Audits
Independent verification helps ensure our insights are accurate, transparent, and resistant to manipulation.
Cloudy Days
Low-quality and misleading content thrives on confusion.
The Content Quality Index (CQI) provides viewers with a clear, data-driven signal about content quality before they ever press play.
Media is evaluated through a streamlined, multi-layer process:
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AI Content Analysis
Advanced AI tools examine content for factual consistency, manipulation patterns, and overall quality—producing objective signals rather than subjective opinions. -
Verified Expert Review
Subject-matter specialists contribute human judgment, adding accountability and reducing opportunities for manipulation or abuse. -
Channel History Analysis
Content performance is assessed over time, emphasizing consistency and long-term behavior rather than isolated viral moments. -
Community Defense in Real Time
As more content is analyzed, reliable material is surfaced while misleading information is identified early—limiting its ability to spread.
Cloudy Days
Reach Consensus
CQI is built on the principle that no single system—or person—should decide what is “true.” Instead of acting as an arbiter of truth, CQI provides a broader, consensus-driven perspective that helps audiences navigate an increasingly noisy information environment. By aggregating signals from AI analysis, verified subject-matter reviewers, and community participation, CQI reduces the influence of any one viewpoint and makes coordinated disinformation harder to sustain. Patterns of agreement and disagreement become visible, allowing users to see how content is perceived across multiple lenses rather than being told what to believe. This collective evaluation model strengthens resilience against misinformation by emphasizing transparency, context, and informed consensus over authority or unilateral judgment.
Class Audits
CQI adds a human intelligence layer by using verified subject-matter specialists who review content only within their proven area of expertise.
These reviewers are independent, category-verified, and matched to videos where their knowledge applies.
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Expert Oversight — Specialists check for accuracy, context, and responsible communication.
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Human Validation — Their evaluations confirm or challenge AI findings.
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Consensus Scoring — AI and expert ratings blend to create a balanced index model.
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Transparent Process — Specialist contributions are tracked, public and open to feedback.
Build Together
Join the Effort — Help Build a Better Internet
The web is packed with videos, but not all of them are trustworthy. Our Google Chrome Extension helps bring clarity and accountability to online content — and your participation makes it work.
By installing the extension and submitting reviews, you help highlight credible creators, surface quality information, and reduce the noise. Every review strengthens the system and improves the experience for everyone.
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How You Can Help
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Install the Extension
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Submit Your Reviews
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Shape a Better Online Experience
Your voice matters. Join today and help create a smarter, more reliable internet for tomorrow.