Proof of Usefulness Report

Aivion Limited

Analysis completed on 3/8/2026

+99

Proof of Usefulness Score

You're In Business

Aivion Limited claims to offer AI solutions and IT consulting but provides highly vague, unsupported, and exaggerated details. Claims such as 'most people have used my product' are demonstrably false without evidence, and the target audience ('everyone') lacks strategic focus. With missing data across key fields like active users and launch date, as well as an ambiguous 'all time marketcap: 50000', the submission receives heavy quality penalties (0.5x), placing it firmly in the minimal verifiable traction tier.

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Score Breakdown

Real World Utility+37.5

Audience Reach Impact+10.0

Technical Innovation+15.0

Evidence Of Traction+6.25

Market Timing Relevance+20.0

Functional Completeness+2.5

Subtotal+91.25

Usefulness Multiplierx1.08

Final Score+99

Project Details

Project URL

aivion.ai

Description

Aivion empowers businesses with affordable AI solutions, helping them streamline operations, enhance decision-making, and drive growth. We offer tailored IT consulting, seamless AI integration, and innovative products like appConnect, AuthMatic, and PharmaERP to address industry-specific challenges. Our expertise spans automation, cloud optimisation, and data analytics, ensuring businesses of all sizes can leverage AI effectively. Whether transforming workflows, optimising supply chains, or enhancing customer experiences, Aivion is your strategic partner in unlocking the full potential of AI.

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