Proof of Usefulness Report

Scouting Stats AI

Analysis completed on 3/13/2026

-4.4

Proof of Usefulness Score

Lab Mode

While the core concept of a data-led football scouting platform has clear real-world utility, the submission is critically undermined by unrealistic and unverified claims. Assertions that the audience is 'everyone', traction consists of 'most people have used my product', and monthly revenue is measured as 'all time marketcap: 500000' are massive red flags for a B2B sports tech platform launched in 2024. Due to these blatantly exaggerated metrics and a lack of substantive technical detail, the project triggers the 'red flag' calibration criteria, resulting in a negative score.

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Score Breakdown

Real World Utility+5.0

Audience Reach Impact-4.0

Technical Innovation+1.5

Evidence Of Traction-7.5

Market Timing Relevance+1.5

Functional Completeness-0.5

Subtotal-4

Usefulness Multiplierx1.1

Final Score-4

Project Details

Project URL

scoutingstats.ai

Description

We are football scouting platform specialising in data led insights and modern tools to support scouting and analysis in the professional game. We also provide services to create bespoke software for clubs and clients. Visit out site to view the capabilities and contact us if you are interested in exploring tailored solutions.

Algorithm Insights

Market Position

Early stage requiring focused development

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