Proof of Usefulness Report

Mobius MD

Analysis completed on 2/9/2026

+429
Proof of Usefulness Score
Certified Problem Solver

Mobius MD is a verifiable, established healthcare technology company (founded 2012, San Antonio, TX) with ~30 employees and products like Mobius Conveyor and Mobius Clinic. The project demonstrates high real-world utility by addressing clinician burnout through efficient workflow and dictation tools. However, the submission itself contained significant inaccuracies, such as claiming the audience is 'everyone' and that 'most people have used my product' (which is factually impossible for a niche B2B tool). Additionally, the revenue figure was labeled 'all time marketcap', which is confusing terminology. Despite these submission errors, the underlying business appears robust, with a larger team and likely higher operational scale than the calibration baseline (HackerNoon). The score reflects the solid business fundamentals (Team of 30, 12 years in market) heavily penalized for poor data accuracy in the PoU submission.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+3.0
Technical Innovation+9.75
Evidence Of Traction+8.75
Market Timing Relevance+8.0
Functional Completeness+1.0
Subtotal505)
Usefulness Multiplierx0.85
Final Score+429

Project Details

Project URL
Description
Mobius MD is the medical workflow company. Our entire focus is on improving clinical efficiency by developing effective, reliable, and innovative software and hardware. We believe that mobile technology can improve patient safety, reduce patient and provider costs, increase clinical efficiency, and change healthcare for the better. Based in San Antonio, TX, and founded in 2012, Mobius has created and patented software and hardware solutions for healthcare providers that are truly unique. Each and every idea, design, iteration, and final product is guided and tested by physicians, nurse practitioners, and other busy clinicians. We take tremendous pride in our ability to offer innovative software and hardware that is a joy to use. At the end of the day, our goal at Mobius MD is to get busy providers home on time.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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