Proof of Usefulness Report

Eupnoos

Analysis completed on 1/26/2026

+151
Proof of Usefulness Score
Gaining Momentum

Eupnoos is a verifiable UK-based health-tech startup (Inc. 2020) focusing on audio-phenotyping for respiratory diagnosis. Search confirms valid traction, including acceptance into the 'AI in Health Accelerator' (Jan 2025) and a 'Reto Platon' award (2024), indicating high technical potential. However, the project submission contains severe inaccuracies (claiming 'most people' have used the product) and poor data quality, resulting in significant penalties for Reach and Response Quality. The score reflects a legitimate early-stage venture with promising technology but unreliable self-reported metrics.

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Score Breakdown

Real World Utility+63.75
Audience Reach Impact+3.00
Technical Innovation+36.00
Evidence Of Traction+24.00
Market Timing Relevance+27.00
Functional Completeness+0.75
Subtotal+154.5
Usefulness Multiplierx0.98
Final Score+151

Project Details

Project URL
eupnoos.com
Description
Eupnoos Ltd is a health-tech company that offers smartphone digital healthcare for cardiorespiratory health and disease detection. The company's platform uses audio-phenotyping technology to capture and examine breath sound patterns via the mobile phone. By applying proprietary algorithms to this audio data, the platform can identify unique biomarkers and signatures that indicate the presence of respiratory diseases, such as asthma, COPD, Airway restriction. The company's mission is to empower people to live healthier lives by providing them with access to affordable and convenient lung health testing.

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