Round 1 Winners!
Proof of Usefulness Report

MoirAI

Analysis completed on 3/18/2026

+6.38
Proof of Usefulness Score
You're In Business

The submission raises multiple red flags. Claims such as 'most people have used my product' are highly exaggerated and unsupported. The target audience is defined vaguely as 'everyone,' and the financial metrics are confusingly reported ('all time marketcap: 2500000' listed under monthly revenue). Due to the lack of verifiable traction, numerous empty fields, and unrealistic assertions, the project scores at the very bottom of the scale.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+0.00
Technical Innovation+2.25
Evidence Of Traction+0.00
Market Timing Relevance+2.50
Functional Completeness+0.00
Subtotal+7.25
Usefulness Multiplierx0.88
Final Score+6

Project Details

Description
MoirAI is an Artificial Intelligence (AI), Machine Learning (ML), data analytics, and decision and risk optimization company with a huge difference: Causally aware AI for making preferred outcomes more likely in a changing and uncertain world. Our AI system has been developed and improved continuously since 2015 and is built on several decades of world-class academic research and industry consulting experience. Our technology has been well tested and successfully used by the scientific community. Now, it is the right time to bring our innovation to the business world.

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