Proof of Usefulness Report

AyeAye

Analysis completed on 3/23/2026

+12.04

Proof of Usefulness Score

You're In Business

While the project addresses a valid business problem in organizational complexity, the submission features vague technical details, nonsensical revenue reporting ('all time marketcap: 50000'), and highly unrealistic traction claims ('most people have used my product'). Due to the lack of verifiable evidence and poor response quality, all criteria received the lowest possible quality multiplier.

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Score Breakdown

Real World Utility+6.25

Audience Reach Impact+0.5

Technical Innovation+1.125

Evidence Of Traction+0.625

Market Timing Relevance+2.0

Functional Completeness+0.25

Subtotal+10.75

Usefulness Multiplierx1.12

Final Score+12

Project Details

Project URL

ayeaye.io

Description

All growing companies run into the same fundamental problems. Teams grow, complexity rises, what to do next becomes less clear. The good news? AyeAye solves them. We're a leadership intelligence and people analytics company using machine learning and AI to give startup leaders the operational productivity info and recommendations needed to steer with confidence, create autonomy, and multiply the effectiveness of their most precious resource, employees.

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