Round 1 Winners!
Proof of Usefulness Report

Sphaeric.ai

Analysis completed on 3/19/2026

+25.09
Proof of Usefulness Score
You're In Business

Sphaeric.ai offers AI integration services but provides a poor submission with severe red flags. Claims such as 'everyone' for audience reach and 'most people have used my product' for evidence of traction are highly unrealistic for a B2B AI consulting firm. While the market timing for enterprise AI is strong, the lack of verifiable data, confusing financial metrics ($2.5M 'all time marketcap'), and vague technical details result in a very low PoU score.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+3.0
Evidence Of Traction+0.625
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+27.875
Usefulness Multiplierx0.9
Final Score+25

Project Details

Project URL
Description
We help our clients realize their goals whether it be an early stage proof of concept built on AI, or a top down integration of AI into transactional decision making at an enterprise scale for large corporations. Our approach is unique in that we can integrate Artificial Intelligence (AI) and Machine Learning (ML) solutions into your existing business processes to improve decision making and ROI. Give us a complex set of data and the issues you want to solve, and we can create predictive models and answer those questions. Visit us at: https://sphaeric.ai/ Email: pkostoff@sphaeric.ai

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