Proof of Usefulness Report

GymHappy

Analysis completed on 2/19/2026

+279
Proof of Usefulness Score
Gaining Momentum

GymHappy is a verifiable, functioning B2B SaaS product with significant traction (over 115,000 reviews processed), serving the fitness industry as an automated review management tool. It appears to be strongly linked to the PushPress ecosystem. However, the submission quality is critically low: it incorrectly categorizes the tech as 'Industrial Automation', claims the audience is 'everyone' (false), and uses hyperbole ('most people have used my product'). Despite the poor application data, the underlying utility and verifiable metrics justify a moderate score, penalized heavily for submission inaccuracy and niche dependency.

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Score Breakdown

Real World Utility+15
Audience Reach Impact+3
Technical Innovation+3
Evidence Of Traction+3.75
Market Timing Relevance+6
Functional Completeness+0.25
Subtotal+31
Usefulness Multiplierx0.9
Final Score+279

Project Details

Project URL
Description
Gym and Fitness Studio reviews, powered by AI and Automation. Access real time and honest feedback about your coaches and gym from your members. Improve your coaching quality and increase your insight into your member's sentiment in one easy (automated) ask.

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