Proof of Usefulness Report

LineupLegends

Analysis completed on 1/25/2026

+190
Proof of Usefulness Score
Gaining Momentum

LineupLegends is a verifiable Daily Fantasy Sports (DFS) platform focused on the niche market of NCAA and Olympic Wrestling. External search confirms the existence of the platform, a pre-seed funding round (Nov 2019), and legitimate traction including sponsorships with major media outlet 'FloWrestling', a $10,000 prize payout history, and fundraising initiatives ('Laces 4 Legends'). However, the project submission itself was of extremely low quality, containing hyperbolic and false claims (e.g., audience reach: 'everyone', traction: 'most people have used my product') and lazy data entry ('marketcap: null'). The score reflects the legitimate niche utility and verifiable traction, heavily penalized for the unprofessional submission and exaggerated reach claims.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+2.0
Technical Innovation+6.0
Evidence Of Traction+13.75
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal46.5 (Raw Weighted Sum)
Usefulness Multiplierx1.02
Final ScoreNaN

Project Details

Description
LineupLegends enables our users to play paid Daily Fantasy Sports games for NCAA Wrestling as well as track all match, tournament, and DFS contest scores in real-time through the use of both our mobile application and website.

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