Proof of Usefulness Report

Global Resilience AI

Analysis completed on 3/10/2026

-7.7

Proof of Usefulness Score

Lab Mode

The submission contains major red flags including highly unrealistic traction claims ('most people have used my product') and vague target audiences ('everyone'). Listing 'Management Consulting' as the sole technology undermines its premise as a technical AI platform. Due to the lack of verifiable evidence, nonsensical revenue metrics ('all time marketcap: 500000'), and clearly fabricated responses, the project receives a negative score per the calibration guidelines.

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Score Breakdown

Real World Utility+1.25

Audience Reach Impact-2.0

Technical Innovation+0.0

Evidence Of Traction-6.25

Market Timing Relevance+0.5

Functional Completeness-0.5

Subtotal-7

Usefulness Multiplierx1.1

Final Score-8

Project Details

Project URL

global-resilience.co.uk

Description

Global Resilience AI provides humanitarian crisis expertise drawn from a blend of AI expertise, military & organisational leadership. Our resources are experts in the delivery of long term humanitarian support utilising AI technology, operational resilience specialists & response training. Collaboration & embracing smart technology is key.

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