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Proof of Usefulness Report

Spindpals

Analysis completed on 3/13/2026

-13.5
Proof of Usefulness Score
Lab Mode

While addressing a valid need (TBI/Stroke support), the submission features severe red flags that undermine its credibility. The audience reach is unrealistically claimed as 'everyone', and evidence of traction contains an exaggerated falsehood ('most people have used my product'). Additionally, the revenue is confusingly stated as an 'all time marketcap' of 500,000, and concrete technical details are completely absent. Due to these exaggerated claims and lack of verifiable traction, the project is penalized and scores below 0 based on calibration guidelines.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+0
Technical Innovation+5
Evidence Of Traction-40
Market Timing Relevance+10
Functional Completeness-10
Subtotal-15
Usefulness Multiplierx0.9
Final Score-13

Project Details

Project URL
Description
A social media community for people living with TBI or Stroke. Linked to Spindego our TBI and Stroke survivor AI support ecosystem you can use this to help gain more independence and free you carers for the dependence you have on them. Otherwise it is a great source of support and help to communicate with other who have already gone through this themselves. It is available globally and in 100 languages. We hope this can make your life better support the massive transition that this sudden change has on your future. But there is one and together we will help you find your path to it.

Algorithm Insights

Market Position
Early stage requiring focused development
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