Proof of Usefulness Report

Oxlogica

Analysis completed on 3/12/2026

-1.5

Proof of Usefulness Score

Lab Mode

The submission contains significant red flags and unrealistic claims. An AI consultancy run by 6 people claiming an audience of 'everyone', an 'all-time marketcap' of 500,000, and stating 'most people have used my product' strongly contradicts reality. The lack of verifiable traction, custom technology, or coherent business details warrants a sub-zero score.

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Score Breakdown

Real World Utility+2.5

Audience Reach Impact+0

Technical Innovation+0.75

Evidence Of Traction-5

Market Timing Relevance+3

Functional Completeness-2.5

Subtotal-1.25

Usefulness Multiplierx1.2

Final Score-1

Project Details

Project URL

oxlogica.co.uk

Description

Oxlogica is a consultancy group comprised of Oxford academics working in the artifical intelligence space. We provide various services to industry partners to help maximise their return on AI projects.

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