Round 1 Winners!
Proof of Usefulness Report

Fyve By

Analysis completed on 3/23/2026

+113.05
Proof of Usefulness Score
Gaining Momentum

Fyve By is an early-stage B2B aviation startup tackling a legitimate and costly problem (hangar rash) using computer vision and LiDAR. While the real-world utility and market timing are strong, the project submission is of exceptionally poor quality. Claims such as audience reach being 'everyone', evidence of traction stating 'most people have used my product', and an exaggerated team size of 125 (actual is ~9) are demonstrably false and unprofessional. A 0.5 quality penalty was applied across all metrics due to the highly unreliable, lazy, and vague nature of the provided submission data.

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Score Breakdown

Real World Utility+250
Audience Reach Impact+25
Technical Innovation+200
Evidence Of Traction+5
Market Timing Relevance+200
Functional Completeness+5
Subtotal+119
Usefulness Multiplierx0.95
Final Score+113

Project Details

Project URL
Description
Protect equipment, people, and aircraft. Fyve By is a team of young business aviation professionals and engineers harnessing cutting-edge technology, including computer vision, machine learning, and predictive analytics. We are pioneering solutions to eliminate ground movement damage in the business aviation sector. With a passion for innovation and a dedication to excellence, Fyve By is reshaping the future of aviation safety, one advancement at a time.

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