Proof of Usefulness Report

Aliae

Analysis completed on 2/13/2026

+108

Proof of Usefulness Score

Gaining Momentum

Aliae is a verifiable French HealthTech company (founded 2017) developing NLP-driven monitoring tools for chronic pain and mental health (e.g., eDOL project). While the project has legitimate clinical traction (partnerships with Analgesia Institute, 5,000-patient cohorts) and a substantial team (30 people), the submission itself contained significant errors (wrong project name 'BlazeShade', false claims of 'everyone' using it). The score reflects high medical utility and technical competence, penalized heavily for submission quality and hyperbolic traction claims.

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Score Breakdown

Real World Utility+90

Audience Reach Impact+40

Technical Innovation+85

Evidence Of Traction+60

Market Timing Relevance+85

Functional Completeness+20

Subtotal+67.25

Usefulness Multiplierx1.15

Final Score+77

Project Details

Project URL

aliae.io

Description

Aliae is a French Health Tech founded in 2017. Our commitment to health is to ensure a continuous assessment of patients’ quality of life and mental health, with a simple and empathetic dialogue that comes naturally in their daily life. We work with medical experts and engineers to mobilize natural language processing and machine learning for personalized, motivating dialogs. Our first application is dedicated to chronic pain. ALIAE is based in Nancy France (Grand East).

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