Proof of Usefulness Report

MettleAI

Analysis completed on 3/12/2026

+37.62

Proof of Usefulness Score

You're In Business

MettleAI addresses a highly relevant and critical healthcare issue using an innovative predictive AI model for substance abuse. However, the submission exhibits significant red flags, including absurd and unsupported claims ('most people have used my product', target audience 'everyone') and confusing revenue metrics ('marketcap: 500000'). Due to the lack of verifiable traction, vague answers, and overall poor response quality, the project falls into the minimal traction tier.

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Score Breakdown

Real World Utility+20.00

Audience Reach Impact+2.00

Technical Innovation+11.25

Evidence Of Traction+1.25

Market Timing Relevance+8.00

Functional Completeness+0.25

Subtotal+42.75

Usefulness Multiplierx0.88

Final Score+38

Project Details

Project URL

mettleai.com

Description

mettleAI predicts substance abuse and overall mental health regressive behaviour before it happens using a predictive model created with ML/AI. The algorithm evaluates human inputs, behavioural data, and wearable statistics to provide a prediction for the risk of a relapse. Healthcare providers are empowered with real-time analytics to make informed decisions, addressing those who are most at risk all while personalizing the treatment plan for each individual.

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