Proof of Usefulness Report

Cognivation Ltd.

Analysis completed on 3/9/2026

+18

Proof of Usefulness Score

You're In Business

The submission represents a 6-person management consulting firm focused on AI strategy. While the market timing is highly relevant, the project suffers from highly exaggerated and unrealistic claims regarding traction ('most people have used my product') and audience reach ('everyone'), with no verifiable custom technology, technical innovation, or substantial scale to justify a higher score.

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Score Breakdown

Real World Utility+6.25

Audience Reach Impact+2.00

Technical Innovation+0.75

Evidence Of Traction+1.25

Market Timing Relevance+8.00

Functional Completeness+0.25

Subtotal+18.5

Usefulness Multiplierx0.95

Final Score+18

Project Details

Project URL

cognivation.co.uk

Description

Company leadership need the skills to decipher the ask from their staff when it comes to AI adoption. Cognivation supports the development and execution of a company-tailored AI strategy to help exploit the opportunities, and protect against the risks. We help “Rewire the business thinking for the AI age.” We are a next-gen business partner focused on aligning your people, efficient processes and AI strategy.

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