Proof of Usefulness Report

Cranfield Consultants Ltd.

Analysis completed on 2/20/2026

+52
Proof of Usefulness Score
You're In Business

Cranfield Consultants Ltd. appears to be a legitimate boutique consultancy specializing in high-value IoT and AI/ML technical direction, as verified by external search. However, the submission quality is extremely poor, featuring hyperbolic claims (Audience: 'everyone', Traction: 'most people have used my product') and confusing financial metrics ('marketcap: 500000'). While the underlying business has real-world utility and verified longevity (founded 2011/2015), the lack of concrete data and the unrealistic reach claims in the submission severely penalize the score. The project is evaluated as a functional small business with a failed PoU application strategy.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+4.00
Technical Innovation+7.80
Evidence Of Traction+6.00
Market Timing Relevance+8.00
Functional Completeness+0.50
Subtotal+47.55
Usefulness Multiplierx1.09
Final Score+52

Project Details

Description
Cranfield Consultants Ltd. is a consultancy offering interim and fractional technical direction in the IoT, ML/AI and SaaS spaces.

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