Proof of Usefulness Report

Dabble Health

Analysis completed on 1/28/2026

+3
Proof of Usefulness Score
You're In Business

The submission for 'Dabble Health' contains hyperbolic and demonstrably false claims, such as 'most people have used my product', which contradicts the lack of any search presence for the brand or the URL 'dabble.health'. The revenue field cites 'marketcap', suggesting a potential crypto token or a fundamental misunderstanding of business metrics. There is no verifiable evidence of the team, technology, or traction. The project appears to be either a low-effort concept or a hallucination with no real-world implementation.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction+0
Market Timing Relevance+1
Functional Completeness+0.25
Subtotal+2.5
Usefulness Multiplierx1.05
Final Score+3

Project Details

Project URL
Description
Dabble Health transforms cognitive healthcare through AI-powered photo analysis, creating personalized monitoring and therapy that's engaging and accessible. By turning cherished photos into meaningful health insights, we're revolutionizing how we detect, track, and support cognitive health. Our mobile platform makes continuous cognitive monitoring a natural part of daily life, enabling earlier detection and better outcomes for aging adults.

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