Proof of Usefulness Report

Emage AI Pte. Ltd.

Analysis completed on 3/22/2026

+92.25

Proof of Usefulness Score

You're In Business

The project outlines a plausible B2B industrial automation and machine vision concept, but the submission is severely undermined by nonsensical or exaggerated claims (e.g., claiming 'everyone' uses the product and 'most people have used my product'). The lack of verifiable metrics, combined with unprofessional and contradictory inputs, indicates minimal verifiable traction and places the project firmly in the lowest scoring tier.

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Score Breakdown

Real World Utility+50.0

Audience Reach Impact+1.0

Technical Innovation+30.0

Evidence Of Traction+1.25

Market Timing Relevance+20.0

Functional Completeness+0.25

Subtotal+102.5

Usefulness Multiplierx0.9

Final Score+92

Project Details

Project URL

emagevisionpl.com

Description

Provide fully customized machine vision solution with proprietary software for automated optical inspection application. Provide machine learning solution to adapt process behavior into production's vision system to recover overkill.

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