Proof of Usefulness Report

MoodEaser Inc.

Analysis completed on 3/7/2026

+38
Proof of Usefulness Score
You're In Business

MoodEaser is a verifiable early-stage mental health platform connecting UK therapists with clients, featuring an AI companion named Luna. While the project has a live App Store presence and active development (v1.0.13), the submission is heavily penalized for hyperbolic claims ('most people have used my product', 'audience: everyone') and ambiguous financial metrics ('marketcap: 500000'). The discrepancy between the submitted claims and the likely reality (early traction, <10k users) aligns the score with the 'Minimal Traction' calibration bucket.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+2.00
Technical Innovation+3.00
Evidence Of Traction+3.75
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+35.75
Usefulness Multiplierx1.06
Final Score+38

Project Details

Project URL
Description
Think of MoodEaser as your personal getaway from all the problems life throws at you. Our empathetic and non-judgmental AI companion Luna is here to reassure you and help you navigate life’s ups and downs, anywhere, anytime. Click the link in bio to join the MoodEaser family!

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