Round 1 Winners!
Proof of Usefulness Report

Data Within Reach

Analysis completed on 3/19/2026

+102.38
Proof of Usefulness Score
Gaining Momentum

The submission operates in a highly relevant sector (AI/ML consulting) but provides unsubstantiated and highly exaggerated claims, such as 'most people have used my product.' The stated 'all time marketcap: 2500000' is vague and lacks verifiable context for a 6-person team. Due to the lack of evidence, empty fields, and unrealistic assertions, the lowest quality multiplier (0.5) was applied across all categories, resulting in a score reflecting minimal verifiable traction.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact+5.0
Technical Innovation+15.0
Evidence Of Traction+6.25
Market Timing Relevance+35.0
Functional Completeness+2.5
Subtotal+113.75
Usefulness Multiplierx0.9
Final Score+102

Project Details

Description
Consulting to produce custom predictive models, data research and custom machine learning models that aid decision making / human intelligence.

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