Proof of Usefulness Report

KeyCaliber

Analysis completed on 3/17/2026

+102

Proof of Usefulness Score

Gaining Momentum

While KeyCaliber appears to address a legitimate problem in cyber asset management and risk prioritization, this specific submission contains severe red flags. Claims such as 'most people have used my product' for an enterprise B2B security tool, and listing 'all time marketcap' as monthly revenue, indicate low credibility and poor response quality. The project was heavily penalized in traction, reach, and response metrics due to these unverifiable and exaggerated statements.

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Score Breakdown

Real World Utility+60

Audience Reach Impact+0

Technical Innovation+30

Evidence Of Traction+0

Market Timing Relevance+30

Functional Completeness+0

Subtotal+120

Usefulness Multiplierx0.85

Final Score+102

Project Details

Project URL

keycaliber.com

Description

KeyCaliber’s platform enables organizations to prioritize what matters most to reduce cyber risk, improve security posture, and build cyber resilience. Leveraging machine learning and security log data, it automatically shows organizations what cyber assets they have, which are most critical, which are highest risk, and how the assets are connected to form business processes. KeyCaliber is unique in its ability to infer which assets are most critical in an automated, data-driven manner.

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