Proof of Usefulness Report

Shiratech

Analysis completed on 1/29/2026

+19
Proof of Usefulness Score
You're In Business

The submission references 'Shiratech', a legitimate player in the Industrial IoT/predictive maintenance space, but the specific project 'WhisperHeart' and the URL 'shiratech.ai' appear to be non-existent or unverifiable. The submission suffers critically from false or exaggerated claims (e.g., audience reach 'everyone', traction 'most people have used my product'), which contradicts the specialized B2B nature of the manufacturing tech industry. While the underlying business sector has high utility, the lack of verifiable information and the poor quality of the submission result in a low score.

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Score Breakdown

Real World Utility+70
Real World Utility Quality+0.5
Audience Reach Impact+10
Audience Reach Impact Quality+0.5
Technical Innovation+40
Technical Innovation Quality+0.5
Evidence Of Traction+10
Evidence Of Traction Quality+0.5
Market Timing Relevance+70
Market Timing Relevance Quality+0.5
Functional Completeness+10
Response Quality Quality+0.5
Subtotal+17.75
Usefulness Multiplierx1.08
Final Score+19

Project Details

Project URL
Description
Shiratechis in the Manufacturing Tech Industry

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