Proof of Usefulness Report

Utpatti

Analysis completed on 2/1/2026

-12
Proof of Usefulness Score
Lab Mode

The submission for 'Utpatti' contains critical red flags and unverifiable data. The domain 'utpatti.ai' yields no search results or indexed pages. The claim that 'most people have used my product' is demonstrably false for a specialized 'Smart Manufacturing' tool, and the target audience of 'everyone' indicates a lack of business understanding. The inclusion of 'film' in technologies for a manufacturing AI further suggests a low-quality or hallucinated submission. No evidence of the claimed 20+ team size exists.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction-15.0
Market Timing Relevance+1.5
Functional Completeness+0.25
Subtotal-10
Usefulness Multiplierx1.18
Final Score-12

Project Details

Project URL
Description
Decentralised AI for Smart Manufacturing Industries

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