Proof of Usefulness Report

Transcension AI

Analysis completed on 2/20/2026

+204
Proof of Usefulness Score
Gaining Momentum

Transcension AI is a verified consulting firm led by a credible expert (Dr. Nicholas Nadeau), giving it high potential utility in the AI/Robotics sector. However, the submission itself is of extremely low quality, containing demonstrably false claims ('most people have used my product', audience 'everyone') and confusing metrics ('marketcap' used for revenue). While the market timing for AI consulting is optimal, the lack of verifiable traction evidence and the poor response quality significantly penalize the score. The evaluation relies heavily on the founder's external reputation rather than the data provided.

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Score Breakdown

Real World Utility+120.0
Audience Reach Impact+5.0
Technical Innovation+27.0
Evidence Of Traction+0.0
Market Timing Relevance+85.0
Functional Completeness+2.5
Subtotal+239.5
Usefulness Multiplierx0.85
Final Score+204

Project Details

Project URL
Description
Transcension AI, founded by Dr. Nicholas Nadeau, provides elite consulting services in AI, robotics, IoT, and emerging technologies. We work with venture capital, investment banks, and corporate innovation teams to deliver deep industry insights, technology due diligence, and strategic roadmaps that shape the future of AI-driven industries.

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