Round 1 Winners!
Proof of Usefulness Report

Acuvity

Analysis completed on 3/11/2026

+20.76
Proof of Usefulness Score
You're In Business

The submission targets a critical and highly relevant market (GenAI security), leading to a strong score in Market Timing & Relevance. However, the application is overwhelmingly vague, claiming the technology used is merely 'Internet' and providing exaggerated, unsupported traction metrics ('most people have used my product'). Furthermore, the financial metric provided ('all time marketcap: 50000') is highly anomalous for a 30-person team. Due to the lack of clarity, technical depth, and verifiable evidence, strong penalties were applied via Quality Factors, placing this project strictly in the minimal traction category.

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Score Breakdown

Real World Utility+7.5
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+0.625
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+18.875
Usefulness Multiplierx1.1
Final Score+21

Project Details

Project URL
Description
Acuvity is the comprehensive AI security platform purpose-built for the GenAI era. As organizations rapidly adopt GenAI, security teams face a surge of emerging threats—from prompt injection and model exfiltration to shadow AI and sensitive data leakage. Acuvity delivers real-time visibility, adaptive risk assessments, contextual intelligence, and proactive controls that continuously evolve with how users, applications, and agents interact with AI. By securing GenAI without hindering innovation, Acuvity empowers enterprises to adopt AI confidently, responsibly, and at scale.

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