Proof of Usefulness Report

MedLP.ai

Analysis completed on 2/14/2026

+18
Proof of Usefulness Score
You're In Business

The project represents an early-stage or concept-phase health-tech initiative with high theoretical utility but critically low submission quality. The claim that 'most people have used my product' is demonstrably false and severely damages credibility. While the domain 'medlp.ai' appears in startup databases (e.g., Motherbase), there is no verifiable digital footprint, active product, or evidence supporting the claimed 30-person team or $2.5M valuation/market cap. The submission fails to provide specific technical details or valid traction metrics.

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Score Breakdown

Real World Utility+45
Audience Reach Impact+5
Technical Innovation+20
Evidence Of Traction+0
Market Timing Relevance+60
Functional Completeness+10
Subtotal+20
Usefulness Multiplierx0.9
Final Score+18

Project Details

Project URL
Description
Young health tech start-up, our main ambition is to help healthcare players fulfill their mission thanks to Natural Language Processing (NLP).

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