Proof of Usefulness Report

LeagueOS

Analysis completed on 1/24/2026

+42
Proof of Usefulness Score
You're In Business

LeagueOS is a verified B2B SaaS platform for eSports and drone racing management, backed by Techstars (2021) with approximately $450k in seed funding and ~4,000 users. However, the submission quality is critically low, containing hyperbolic and false claims (e.g., 'most people have used my product', audience 'everyone'). While the underlying technology has genuine utility for league organizers, the project is currently early-stage (minimal traction) and the submission failed to accurately represent its actual metrics.

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Score Breakdown

Real World Utility+15.00
Audience Reach Impact+2.50
Technical Innovation+8.25
Evidence Of Traction+6.00
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+40
Usefulness Multiplierx1.05
Final Score+42

Project Details

Project URL
Description
LeagueOSis in the Events Tech Industry

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