Round 1 Winners!
Proof of Usefulness Report

Pelonoir

Analysis completed on 3/22/2026

+8.14
Proof of Usefulness Score
You're In Business

The project submission contains significant discrepancies and unverifiable claims, severely impacting its credibility. Assertions such as 'most people have used my product' for traction and 'everyone' for audience reach are unsupported for a 6-person fractional CTO consulting agency. Furthermore, stating 'all time marketcap: 500000' as monthly revenue is incoherent. While providing fractional technical expertise holds genuine real-world utility, the extreme lack of clarity, absence of active user metrics, and poor response quality necessitate a minimal Quality Factor (0.5) across all criteria.

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Score Breakdown

Real World Utility+5.00
Audience Reach Impact+0.50
Technical Innovation+1.50
Evidence Of Traction+0.00
Market Timing Relevance+2.00
Functional Completeness+0.25
Subtotal+9.25
Usefulness Multiplierx0.88
Final Score+8

Project Details

Project URL
Description
Pelonoir provides fractional CTO and advisor support to companies who are making the world a better and safer place. Our team has experience working with startups, Fortune 500 and public partners. We provide software development, DevOps, cloud and machine learning expertise to startups who serve defense, health and enterprise clients.

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