Proof of Usefulness Report

Lenavix

Analysis completed on 3/10/2026

-15.81

Proof of Usefulness Score

Lab Mode

The project addresses a highly relevant problem (AI governance for SMBs) but contains severe red flags that undermine its credibility. Claims such as 'most people have used my product' and targeting 'everyone' are highly exaggerated and unverifiable. Furthermore, the technical description lacks depth, and revenue is confusingly stated as an 'all time marketcap'. Due to these unsupported claims and poor response quality, the submission receives a negative score.

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Score Breakdown

Real World Utility+5.0

Audience Reach Impact-10.0

Technical Innovation+0.0

Evidence Of Traction-12.5

Market Timing Relevance+5.0

Functional Completeness-1.25

Subtotal-13.75

Usefulness Multiplierx1.15

Final Score-16

Project Details

Project URL

lenavix.com

Description

Govern your AI technology from policy to practice to policy. We fast-track AI policy preparedness for SMBs by teaming with their lawyers to inventory systems, align with global standards, flag legal-ethical risks, craft governance policies and contracts, and recommend safeguards that shrink exposure.

Algorithm Insights

Market Position

Early stage requiring focused development

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