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Proof of Usefulness Report

Your Perfect Dose

Analysis completed on 3/17/2026

-3.09
Proof of Usefulness Score
Lab Mode

The project addresses a valid problem in precision CBD and cannabis dosing. However, the submission contains severe red flags, including wildly exaggerated claims of traction ('most people have used my product') and dubious financial metrics ('all time marketcap: 2500000'). Given the lack of concrete technical details, unverifiable user data, and poor overall response quality, the project receives a negative score indicating zero verifiable utility.

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Score Breakdown

Real World Utility+3.75
Audience Reach Impact+0.00
Technical Innovation+1.50
Evidence Of Traction-12.50
Market Timing Relevance+4.00
Functional Completeness+0.00
Subtotal-3.25
Usefulness Multiplierx0.95
Final Score-3

Project Details

Description
Your Perfect Dose is developing the first machine-learning smartphone app that will track your wellness data to provide you suggestions on how and when to take your CBD and medical cannabis, personalized for you, in real time. In the U.S. alone, over 50 million people are experiencing anxiety, depression, sleep disorders, or chronic pain. But the CBD and cannabis people are using is only 25% effective. There is little guidance on where, when and how much a person should take. And each individual responds differently. By using precision dosing paired with a machine-learning algorithm, Your Perfect Dose outputs a suggested dose to help you receive your desired outcome. Each dose suggestion is unique to your body’s data and adjusts itself in real time as your needs change.

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