Round 1 Winners!
Proof of Usefulness Report

BioTrillion

Analysis completed on 3/17/2026

+244.2
Proof of Usefulness Score
Gaining Momentum

BioTrillion proposes highly innovative AI-based diagnostic technology with strong real-world utility and market relevance. However, the submission provides highly exaggerated or unsupported traction claims ('most people have used my product') and lacks verifiable active user metrics, severely penalizing the traction, reach, and response quality scores.

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Score Breakdown

Real World Utility+125
Audience Reach Impact+5
Technical Innovation+90
Evidence Of Traction+5
Market Timing Relevance+50
Functional Completeness+2.5
Subtotal+277.5
Usefulness Multiplierx0.88
Final Score+244

Project Details

Project URL
Description
BioTrillion is an AI-powered digital health startup that turns the everyday smartphone into a contactless medical tricorder. Our patented BioEngine4D™ platform uses computer vision and machine learning to extract digital biomarkers from a 10-second selfie video – no wearables needed. The result: early detection of disease risks and continuous remote patient monitoring delivered as a plug-and-play SDK for telehealth, pharma and insurance partners. Our mission is to democratize healthcare by placing a 24/7 Digital Doctor™ in five billion pockets. • HealthySelfie™: Monitoring Health, By Yourself Our groundbreaking HealthySelfie™ app leverages advanced computer vision and machine learning algorithms to quantify vital health information from a simple 10-second face scan. By democratizing access to medical-grade diagnostics, we enable anyone, anywhere, to proactively monitor their health. • Measuring Multiple Vital Biomarkers Simultaneously HealthySelfie™ measures 10 vital signs and biomarkers at once, for a holistic view of your health. Our technology demonstrates high accuracy and precision, validated against clinical standards and fortified by globally pending patents. Our proprietary DiseaseSignatures™ technology increases the number of detectable disease targets by analyzing combinations of biomarkers. This approach offers multiple windows into physiological pathways, empowering early detection and proactive health management. • Multiple Massive Markets, One Simple Solution By utilizing existing smartphones, we eliminate barriers to entry and accelerate global adoption. Our software-based platform allows rapid scaling without hardware limitations, making it ideal for: • Telehealth • Decentralized Clinical Trials • Insurance Risk Management • Consumer Health Empowerment The Future of Healthcare in Your Hands!

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