Elevating the Standard of Online Content.

Our Mission Matters

Our mission is to set the first universal benchmark for content integrity — grading every video and channel using a consistent, fair, and transparent scoring system.

By merging AI evaluation, human expertise, and verified reviewer insights, we categorize content accurately and give every creator a measurable content quality score.
Our work helps viewers navigate misinformation, advertisers assess risk, and restore credibility to content.

Our Process

Content grading made simple.

AI Inspection

Utilizing advanced AI tools allows us to conduct precise analyses, helping us deliver reliable ratings that enhance viewer experience.

Public Reviews

Public reviews contribute valuable insights to our grading process, ensuring diverse perspectives are considered in each evaluation.

Verified Audits

Verified audits enhance our confidence in the ratings presented, ensuring every review holds integrity and transparency.

Reverse the Curse

Fake news thrives on confusion and low-quality information. Our Content Quality Indexer (CQI) stops that by giving viewers a clear, data-driven trust signal before they ever press “play.”
Our system analyzes videos through a streamlined, multi-layer process:

AI Content Evaluation - We analyze transcripts for factual accuracy, misinformation patterns, manipulation, and overall quality—producing an objective score, not an opinion.
Transparent Classification - Videos are automatically categorized so viewers know the topic instantly and can spot when creators step outside their expertise.
Verified Reviewer Input - Subject-matter experts add human judgment, reducing the ability for bad actors to game the system.
Channel History Tracking - Every creator builds a long-term trust profile based on consistent content quality—not one-off viral posts.
Community Defense in Real Time - As more videos are scored, the system highlights reliable content and suppresses misinformation before it spreads.

Reach Consensus

CQI isn’t just an AI tool—it's a collaborative evaluation system designed to blend the strengths of automation and human expertise. AI provides fast, consistent, objective assessments of each video’s content quality, while human reviewers and subject-matter specialists contribute context, nuance, and expert judgment.

The result is a consensus-driven score that reflects multiple viewpoints working together:

AI identifies patterns, analyzes transcripts, and flags potential misinformation.
Verified reviewers offer expertise, ensuring accuracy in specialized topics.
The community contributes transparency, making the system harder to manipulate.
Long-term scoring builds trust, rewarding channels that consistently produce reliable content.

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.

Expert Oversight — Specialists check for accuracy, context, and responsible communication.
Human Validation — Their evaluations confirm or challenge AI findings.
Consensus Scoring — AI and expert ratings blend to create a balanced trust score.
Transparent Process — Specialist contributions are tracked without revealing identities.

Class Audits

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.

How You Can Help

Install the Extension
Submit Your Reviews
Shape a Better Online Experience

Your voice matters. Join today and help create a smarter, more reliable internet for tomorrow.