Proof of Usefulness Report

IBeCHANGE

Analysis completed on 3/10/2026

+26

Proof of Usefulness Score

You're In Business

The submission highlights a legitimate EU-funded Horizon Europe project (IBeCHANGE) targeting cancer prevention via behavioral change. While the conceptual utility and market timing are strong, the submitted data contains multiple red flags, such as unsupported, exaggerated claims ('most people have used my product', 'everyone' for reach) and an incongruous financial metric ('all time marketcap: 500000'). Due to the severe lack of verifiable traction, contradictory responses, and vague technical details, the project scores at the very bottom of the calibration range.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact+1.0

Technical Innovation+3.0

Evidence Of Traction+0.0

Market Timing Relevance+7.0

Functional Completeness+0.25

Subtotal+23.75

Usefulness Multiplierx1.1

Final Score+26

Project Details

Project URL

ibechange.eu

Description

iBeCHANGE is an EU-funded project under Horizon Europe (Grant Agreement 101136840) addressing behavioral change and emotional management for cancer prevention. The project develops an AI-powered digital platform to support individuals in adopting and maintaining healthy behaviors. Aligned with Europe’s Beating Cancer Plan, iBeCHANGE focuses on behavioral change, emotional well-being, and personalized health interventions to reduce cancer risk. The initiative brings together experts in clinical psychology, oncology, epidemiology, digital health, and AI from leading European institutions. Co-funded by the European Union under Grant Agreement 101136840.

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