Proof of Usefulness Report

Villyge

Analysis completed on 2/1/2026

+164
Proof of Usefulness Score
Gaining Momentum

Villyge is a legitimate B2B platform (founded ~2013, platform pivot ~2020) focused on supporting working parents and training managers, with verifiable traction including a partnership with Teva Pharmaceuticals. However, the submission itself was of extremely low quality, containing false hyperbolic claims (e.g., 'most people have used my product', reach 'everyone') and lacking specific data. The score reflects the project's verifiable real-world utility and market position, heavily penalized for the unreliable and unsupported claims in the submission.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+2.0
Technical Innovation+4.5
Evidence Of Traction+5.0
Market Timing Relevance+7.5
Functional Completeness+0.5
Subtotal+34.5
Scaling Factor5.0 (Calibration to 1000-point scale)
Usefulness Multiplierx0.95
Final Score+164

Project Details

Project URL
villyge.com
Description
Our platform supports working parents 1:1 so they can maintain an upward career trajectory while navigating family life, but Villyge also supports leadership by \"nudging\" managers on what they should be saying and doing in \"real time,\" when it comes to supporting working families. Our \"just in time\" L\u0026D (leadership and development) technology is unprecedented and the market reception has been incredible. Connect with us to learn more!

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