Proof of Usefulness Report

Mibio

Analysis completed on 3/18/2026

-23

Proof of Usefulness Score

Lab Mode

The submission exhibits severe red flags, including unsubstantiated and absurd claims such as 'everyone' for the target audience and 'most people have used my product' for a highly specialized surgical medical device. Despite a 2014 launch and a claimed team of 30, verifiable traction metrics are non-existent, and the responses are highly unprofessional, resulting in a negative overall score.

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Score Breakdown

Real World Utility+25

Audience Reach Impact-20

Technical Innovation+7.5

Evidence Of Traction-50

Market Timing Relevance+20

Functional Completeness-2.5

Subtotal-20

Usefulness Multiplierx1.15

Final Score-23

Project Details

Project URL

mibio.io

Description

We believe data-driven solutions are essential for driving a next generation medical community. We support this by designing practical and customizable hardware and software solutions utilizing IoT, big data, machine learning, and artificial intelligence. Our data is concise and relevant to residents, surgeons, hospitals, and the medical device community. Diverse needs, similar goals. Advance with Mibio | Medical LINKS: Follow our Youtube channel where we discuss the latest tips, reviews, and training on how we see our tech and big data working for the medical community. https://www.youtube.com/channel/UCoHgjz8s21Aw7Xwq51tINqA For our surgical trainer, please visit https://www.mibio.io . For general information, please visit www.mibiomed.org .

Algorithm Insights

Market Position

Early stage requiring focused development

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