Proof of Usefulness Report

Tiger Eye Engineering LLC

Analysis completed on 3/18/2026

+37.95

Proof of Usefulness Score

You're In Business

Tiger Eye Engineering addresses a valid niche in civil engineering with pavement evaluation technology, but the submission is plagued by incomplete data and exaggerated claims (e.g., audience reach of 'everyone' and 'most people have used my product'). Without verifiable evidence of its reported $2.5M 'marketcap' and 30-person team, the project receives severe penalties to its quality factors, placing it firmly in the lowest tier for minimal proven traction.

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Score Breakdown

Real World Utility+16.0

Audience Reach Impact+1.0

Technical Innovation+9.0

Evidence Of Traction+1.5

Market Timing Relevance+5.0

Functional Completeness+0.5

Subtotal+33

Usefulness Multiplierx1.15

Final Score+38

Project Details

Project URL

tigereye-eng.com

Description

Tigereye delivers powerful and consistent pavement evaluation through advanced machine learning, data analytics, and data visualization.

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