Proof of Usefulness Report

Advanced Oxford

Analysis completed on 2/13/2026

+50
Proof of Usefulness Score
You're In Business

Advanced Oxford is a legitimate, verified non-profit organization supporting the Oxford region's innovation economy. However, the project submission contains significant inaccuracies and low-effort responses. While the entity itself has high real-world utility for its niche (regional policy and business advocacy), the submission claims 'everyone' as the audience and 'most people have used my product' as traction, which are demonstrably false for a B2B membership group. The 'marketcap' revenue figure is also nonsensical. The score reflects the existence of a useful organization severely penalized by a low-quality, misleading submission.

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Score Breakdown

Real World Utility+102.0
Audience Reach Impact+20.0
Technical Innovation+20.0
Evidence Of Traction+25.0
Market Timing Relevance+70.0
Functional Completeness+10.0
Subtotal+46.25
Usefulness Multiplierx1.08
Final Score+50

Project Details

Description
Advanced Oxford is an active group of business leaders working together to grow the knowledge-intensive business economy of the Oxford region. Our members span the breadth of innovative businesses, and those that facilitate their success, from biotech, medtech, physics-related and health, through to engineering, space, publishing, telecoms and software.

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