Proof of Usefulness Report

Scabbard Tech

Analysis completed on 3/20/2026

-15

Proof of Usefulness Score

Lab Mode

The project exhibits severe red flags and contradictions, claiming 'most people have used my product' alongside a mismatched target audience of 'everyone' versus specialized B2B defense tech. The stated metrics (125 team size vs 50k marketcap) lack credibility, resulting in a negative score penalty for lack of verifiable traction and unsupported claims.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact+5

Technical Innovation+7.5

Evidence Of Traction-50

Market Timing Relevance+10

Functional Completeness+1

Subtotal-14

Usefulness Multiplierx1.05

Final Score-15

Project Details

Project URL

scabbardtech.com

Description

We are a software development house and rapid manufacturer to a range of industries from defence, law enforcement, intelligence, security, secure facilities, corrections, first responders, mining, energy, environmental, building security, We develop risk, safety, security and protective capabilities to enhance operational requirements across cyber, visual through internally developed AI and Machine Learning using advance algorithms, by removing cognitive overload on operations, and operational teams.

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