Proof of Usefulness Report

Vibwife

Analysis completed on 2/18/2026

+219
Proof of Usefulness Score
Gaining Momentum

Vibwife is a verified Swiss MedTech company producing a patented 'birth mobility' mattress system used in hospitals (e.g., University Hospital Basel). While the project demonstrates high real-world utility and technical innovation in a niche market, the submission itself is of extremely low quality, containing hyperbolic claims ('audienceReach: everyone', 'most people have used my product') that contradict the specialized B2B nature of the device. The 'marketcap: 2500000' figure likely refers to a CHF 2.5M valuation or funding round rather than revenue. The score reflects strong product fundamentals heavily penalized for poor submission data and early-stage traction.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+2.0
Technical Innovation+12.0
Evidence Of Traction+3.75
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal46.25 (Scaled x5 to 231.25)
Usefulness Multiplierx0.95
Final Score+219

Project Details

Project URL
Description
Vibwife GmbH is a company based out of Switzerland.

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