Proof of Usefulness Report

Good With

Analysis completed on 1/22/2026

+279
Proof of Usefulness Score
Gaining Momentum

The project 'Good With' is a verifiable UK-based fintech startup (Google FinTech Finalist) addressing financial wellbeing for Gen Z, which validates the high utility and market timing scores. However, the submission itself contains severe inaccuracies (claiming a 2006 launch, 'construction' technology, and 'most people' as users), which contradict the reality of an early-stage app. The score reflects the legitimate market potential of the 'AI money coach' concept, heavily penalized for the poor quality and hyperbolic claims in the provided input.

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Score Breakdown

Real World Utility+175.0
Audience Reach Impact+20.0
Technical Innovation+37.5
Evidence Of Traction+25.0
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+340
Usefulness Multiplierx0.82
Final Score+279

Project Details

Project URL
Description
Manage, learn and stress less about your money with your personal AI money coach. We’re building an app where wellbeing matters, helping you cope with money stress and begin your own money wellbeing journey.

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