Proof of Usefulness Report

Cyrcadia Health

Analysis completed on 3/18/2026

+35.77

Proof of Usefulness Score

You're In Business

Strong potential utility and technical innovation with the wearable breast cancer screening device (iTBra), but the submission is severely undermined by factually hyperbolic claims ('everyone', 'most people have used my product'), lack of verifiable traction despite a 2008 launch, and vague marketcap metrics. Actual market penetration appears minimal, placing it in the lowest calibration tier.

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Score Breakdown

Real World Utility+21.25

Audience Reach Impact+1.00

Technical Innovation+12.00

Evidence Of Traction+1.25

Market Timing Relevance+3.00

Functional Completeness+0.38

Subtotal+38.88

Usefulness Multiplierx0.92

Final Score+36

Project Details

Project URL

cyrcadiahealth.com

Description

We’re building a bra insert to screen for breast cancer and potentially reduce unnecessary procedures. A new innovation in wearable technology, the iTBra uses tiny sensors backed by intelligent machine learning to detect dynamic tissue changes in the breast that could indicate cancer. Using Bluetooth technology, the bra transmits data to your physician automatically in the case of an alert. We’re going beyond breast cancer awareness to action.

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