Round 1 Winners!
Proof of Usefulness Report

AI You Trust

Analysis completed on 3/22/2026

+13.51
Proof of Usefulness Score
You're In Business

The project targets a timely and relevant market (AI ethics and trust certification) but is severely undermined by implausible claims and red flags. Asserting an audience reach of 'everyone' and claiming 'most people have used my product' without verifiable metrics is highly unrealistic for a 6-person team. Furthermore, substituting monthly revenue with an ambiguous 'all time marketcap: 500000' metric demonstrates a lack of transparency and business clarity. Due to the absence of verifiable traction and unsupported assertions, the project receives a minimal score.

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Score Breakdown

Real World Utility+5.00
Audience Reach Impact+0.00
Technical Innovation+1.50
Evidence Of Traction+0.00
Market Timing Relevance+5.00
Functional Completeness+0.25
Subtotal+11.75
Usefulness Multiplierx1.15
Final Score+14

Project Details

Project URL
Description
AI You Trust is a pioneering platform dedicated to promoting trust and accountability in the field of artificial intelligence (AI). Our mission is to ensure that AI technologies are developed and deployed responsibly, with a focus on ethical principles, transparency, and fairness. By providing comprehensive certification and trust scoring services, we empower organizations to build and maintain trustworthy AI systems that benefit society as a whole. At AI You Trust, we operate at the intersection of technology, ethics, and business. Our core operations revolve around the following key areas: Certification Services: We offer certification programs designed to assess and validate the trustworthiness of AI technologies. Through rigorous evaluation criteria and standards, we certify AI companies and products that demonstrate a commitment to ethical principles, data privacy, fairness, and transparency. Trust Scoring Platform: Our proprietary trust scoring platform utilizes advanced algorithms and machine learning techniques to analyze data from certified AI companies. By assessing factors such as data handling practices, algorithm transparency, ethical use, and societal impact, we generate trust scores that quantify the level of trustworthiness of AI systems. Consulting and Advisory Services: We provide consulting and advisory services to assist organizations in navigating the complex landscape of AI ethics and compliance. Our team of experts offers strategic guidance, training programs, and best practices to help companies integrate ethical considerations into their AI development lifecycle. Community Engagement: AI You Trust actively engages with industry stakeholders, policymakers, academia, and civil society to foster dialogue, raise awareness, and advocate for responsible AI development practices. We organize events, workshops, and conferences to facilitate conscious change.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline