Proof of Usefulness Report

Guardio Health

Analysis completed on 2/13/2026

+98
Proof of Usefulness Score
You're In Business

The submission for Guardio Health presents a potentially useful concept (AI in cardiology) but suffers from critical credibility issues. The traction claims ('most people have used my product') are demonstrably false for a specialized medical tool. The revenue field confuses market cap with revenue, and the project lacks a verifiable online footprint matching the description. The 'everyone' audience target is unrealistic for B2B/medtech. These red flags suggest either a lack of seriousness or a very early-stage concept with no execution evidence.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact+10.0
Technical Innovation+22.5
Evidence Of Traction+0.0
Market Timing Relevance+30.0
Functional Completeness+2.5
Subtotal+115
Usefulness Multiplierx0.85
Final Score+98

Project Details

Project URL
Description
Guardio entwickel KI-basierte Softwarelösungen im Bereich digital health. Durch unsere umfangreichen Erfahrung in den Bereichen Künstliche Intelligenz, Seismokardiografie, Elektrokardiografie, bieten wir innovative diagnostische Lösungen in der Kardiologie an.

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