Round 1 Winners!
Proof of Usefulness Report

GetMotivatedBuddies

Analysis completed on 3/20/2026

+188.81
Proof of Usefulness Score
Gaining Momentum

GetMotivatedBuddies targets a real problem with practical utility for long-term goal tracking and retention, but the submission is plagued by vague and unsupported claims. Responses such as 'most people have used my product' for traction and an all-time market cap of 2.5M without verifiable active users or revenue negatively impact the score.

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Score Breakdown

Real World Utility+125
Audience Reach Impact+10
Technical Innovation+15
Evidence Of Traction+6.25
Market Timing Relevance+40
Functional Completeness+2.5
Subtotal+198.75
Usefulness Multiplierx0.95
Final Score+189

Project Details

Description
GetMotivatedBuddies is a subscription based social network that helps people follow through on long term goals by linking short term rewards to those long term goals. We integrate the dynamics of planning, play, partners and positive reinforcement. Our aim is to use deep learning to test models of optimal behavioral outcomes that lead to increased well-being. We believe the power of machine learning coupled with ethical use of technology can lead to radically improved quality of life. We serve individuals and businesses looking to truly engage and retain their members. Businesses who can make best of use of our platform are small to midsize gyms looking to keep their members past February 1 and create a sense of community, as well as schools looking to foster community around classwork and growth.

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