Round 1 Winners!
Proof of Usefulness Report

Neosyss

Analysis completed on 3/19/2026

+22.33
Proof of Usefulness Score
You're In Business

The submission outlines conceptually useful products (e.g., AI for detecting illegal logging), but is severely undermined by unsupported and highly exaggerated claims ('everyone' uses it, 'all time marketcap 2500000'). There is zero verifiable traction provided, and the bizarre metrics strongly suggest a lack of real-world adoption, leading to heavy penalties across reach, traction, and response quality.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+1.0
Technical Innovation+6.0
Evidence Of Traction+0.625
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+25.375
Usefulness Multiplierx0.88
Final Score+22

Project Details

Project URL
Description
Neosyss is a forward-thinking software company operating at the intersection of AI, web, mobile, GIS, and blockchain technologies. With a footprint in both Pakistan (NSTP, NUST) and the USA (Florida), we specialize in delivering cutting-edge products and custom software services that solve real-world problems. • Our Product Line: • Eco Muhafiz – AI-powered solar guardian that detects illegal logging via sound recognition and real-time alerts to stop deforestation. • Guidly AI – An all-in-one student support system offering career advice, mental well-being tools, and entrepreneurial support. • Our Services: We build high-impact, scalable solutions across: • Artificial Intelligence & Machine Learning • Full-stack Web & Mobile Development • Blockchain & Smart Contracts • Geographic Information Systems (GIS)

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