Proof of Usefulness Report

Monica Mental Health Tech

Analysis completed on 2/13/2026

-3
Proof of Usefulness Score
Lab Mode

The project 'Monica Mental Health Tech' presents significant red flags. The URL 'monica.chat' has no discernable web presence or indexed content, contradicting the claim of a 2020 launch and a 30-person team. The traction claim ('most people have used my product') is hyperbolic and unverifiable. The revenue field cites 'marketcap', suggesting a potential token/crypto focus or misunderstanding of business metrics, rather than verified operational revenue. Due to the lack of evidence, non-functional web presence, and unrealistic claims, the project scores below zero per the calibration guidelines.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction-5.0
Market Timing Relevance+1.0
Functional Completeness+0.0
Subtotal-2.75
Usefulness Multiplierx1.09
Final Score-3

Project Details

Project URL
Description
MoniCa is an AI-powered mental and neurological health therapist, using IoT and mobile devices to provide health-based outcomes and remote monitoring primarily among 60+ age groups

Algorithm Insights

Market Position
Early stage requiring focused development
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