Proof of Usefulness Report

MedSocio

Analysis completed on 2/4/2026

+145
Proof of Usefulness Score
Gaining Momentum

MedSocio presents itself as a networking platform for medical professionals but the submission contains significant discrepancies. While external data indicates the company was founded in India in 2011, the submission claims a 2024 launch. The claim that 'most people have used my product' is demonstrably false and undermines credibility. The platform faces stiff competition from established players like Doximity and DailyRounds. The input quality is low, with contradictory target audiences ('everyone' vs. 'exclusively for doctors') and non-standard financial metrics.

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Score Breakdown

Real World Utility+45
Audience Reach Impact+20
Technical Innovation+30
Evidence Of Traction+10
Market Timing Relevance+40
Functional Completeness+10
Subtotal+120
Usefulness Multiplierx1.21
Final Score+145

Project Details

Project URL
Description
AI-Powered networking, learning and development platform exclusively for doctors and medical students.

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