Proof of Usefulness Report

Deep Analytics LLC

Analysis completed on 3/23/2026

+178.2

Proof of Usefulness Score

Gaining Momentum

Deep Analytics LLC operates in a high-value sector (ML and sensor tech for defense/commercial), but this submission is hindered by vague and highly exaggerated claims (e.g., 'most people have used my product'). Despite the team size of 125, the lack of verifiable metrics, poor response quality, and unsupported audience reach significantly reduce the overall score.

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Score Breakdown

Real World Utility+50.0

Audience Reach Impact+10.0

Technical Innovation+75.0

Evidence Of Traction+5.0

Market Timing Relevance+60.0

Functional Completeness+2.5

Subtotal+202.5

Usefulness Multiplierx0.88

Final Score+178

Project Details

Project URL

deepanalyticsllc.com

Description

Deep Analytics LLC is a machine learning and sensor development startup in Montpelier, Vermont. Our mission is to develop disruptive machine learning and sensor technologies. DA provides consulting services to commercial and Government customers, so please contact or visit us at www.deepvt.com to discuss your application.

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