Round 1 Winners!
Proof of Usefulness Report

Thoughtful App Inc.

Analysis completed on 3/11/2026

+10.725
Proof of Usefulness Score
You're In Business

The project addresses a legitimate real-world problem (mental health) but exhibits significant red flags. Claims of audience reach ('everyone') and traction ('most people have used my product') are entirely unsubstantiated and blatantly exaggerated. Furthermore, the revenue metric provided is nonsensical ('all time marketcap: 500000'). Due to the lack of verifiable data and clear misrepresentations, the submission receives heavy quality penalties and a negative traction base score.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction-5.0
Market Timing Relevance+2.0
Functional Completeness+0.25
Subtotal+9.75
Usefulness Multiplierx1.1
Final Score+11

Project Details

Project URL
Description
Many people are struggling with anxiety and negativity. We provide an AI-powered app combined with psychotherapy tools to give you continuous, discreet support so that you can regain control and live a more fulfilling life on your own terms, either before or during your existing therapy sessions.

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