Round 1 Winners!
Proof of Usefulness Report

Oikos AI

Analysis completed on 3/12/2026

+33.49
Proof of Usefulness Score
You're In Business

The submission lacks credible evidence of traction and relies on hyperbolic, unverifiable claims ('most people have used my product', 'everyone'). As a basic AI app directory with no listed custom technology and vague financial metrics ('marketcap: 500000'), it demonstrates minimal technical innovation and real-world impact. The response quality is exceptionally poor, earning the lowest quality factor multiplier.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+2.00
Technical Innovation+3.00
Evidence Of Traction+1.25
Market Timing Relevance+10.00
Functional Completeness+0.25
Subtotal+35.25
Usefulness Multiplierx0.95
Final Score+33

Project Details

Project URL
Description
Browse the world's largest AI app directory!

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