Proof of Usefulness Report

Newsoft Sage

Analysis completed on 2/27/2026

+13
Proof of Usefulness Score
You're In Business

Newsoft Sage appears to be a legitimate early-stage B2B startup (est. 2024) focusing on IoT and Edge Compute. However, the PoU submission is critically flawed, featuring unverifiable hyperbole (e.g., claiming 'most people' have used the product) and contradictory financial data ('marketcap: 500000' vs global usage claims). While the sector (AI/IoT) is relevant, the lack of specific technical details, the generic 'everyone' audience target, and the low-effort response quality result in a minimal score. The project shows existence but fails to demonstrate meaningful utility or traction in this submission.

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Score Breakdown

Real World Utility+25.00
Audience Reach Impact+5.00
Technical Innovation+15.00
Evidence Of Traction+5.00
Market Timing Relevance+30.00
Functional Completeness+5.00
Subtotal+14
Usefulness Multiplierx0.93
Final Score+13

Project Details

Description
A dynamic startup innovating in connected devices, Edge Compute services, and Cloud Integration. We unlock business potential through ML and AI, aiming to improve life quality and positively impact the planet.

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