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Founder Info

Edna Johnson is the Founder and Chief Executive Officer of Content Quality Index, a mission-driven technology company focused on improving how online information is evaluated at the point of consumption. She immigrated to the United States at the age of 11, where the opportunities provided by this country shaped her lifelong commitment to service, accountability, and leadership. Edna served in the United States Navy for 20 years and retired honorably as a Chief Petty Officer in January 2025.
She founded Content Quality Index in response to the growing reliance on platforms like YouTube for news and information, where content quality is often inferred from engagement metrics rather than sourcing or transparency. The platform surfaces structured quality signals without acting as an arbiter of truth, enabling users to make informed judgments.
Johnson leads with a philosophy centered on accountability, transparency, and collaboration, reflected in the platform’s AI-driven, human-in-the-loop design. Johnson began pursuing a Bachelor’s degree in Business Administration in January 2025 to further strengthen her strategic, operational, and organizational capabilities as she scales a technology-enabled organization. She is committed to building practical standards for mental information consumption comparable to food safety standards for physical health.
Business Info
Edna Johnson is the Founder and Chief Executive Officer of Content Quality Index, a mission-driven technology company focused on improving how online information is evaluated at the point of consumption. She immigrated to the United States at the age of 11, where the opportunities provided by this country shaped her lifelong commitment to service, accountability, and leadership. Edna served in the United States Navy for 20 years and retired honorably as a Chief Petty Officer in January 2025.
She founded Content Quality Index in response to the growing reliance on platforms like YouTube for news and information, where content quality is often inferred from engagement metrics rather than sourcing or transparency. The platform surfaces structured quality signals without acting as an arbiter of truth, enabling users to make informed judgments.
Johnson leads with a philosophy centered on accountability, transparency, and collaboration, reflected in the platform’s AI-driven, human-in-the-loop design. Johnson began pursuing a Bachelor’s degree in Business Administration in January 2025 to further strengthen her strategic, operational, and organizational capabilities as she scales a technology-enabled organization. She is committed to building practical standards for mental information consumption comparable to food safety standards for physical health.
Business Info
Our Mission
Content Quality Index exists to help people better understand the quality of the information they consume online. As platforms like YouTube have become primary sources of news and knowledge, traditional signals such as views, likes, and subscriptions no longer reflect accuracy, sourcing, or transparency. Our mission is to surface clear, responsible quality signals directly at the point of consumption, without censorship, enforcement, or declaring truth. By combining AI-driven analysis with public participation and verified human input, Content Quality Index provides context that empowers viewers, creators, institutions, and brands to make more informed decisions and support a healthier information ecosystem.
Business Strategy
For a light overview of our business strategy, please reference the attached PDF below. For full insight into our complete business strategy, contact joshua_johnson@contentqualitybureau.com
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