Proof of Usefulness Report

CaDDi AI Inc.

Analysis completed on 3/9/2026

+97

Proof of Usefulness Score

You're In Business

The project addresses a recognizable niche (golf distance calculation) but suffers from vague and hyperbolic claims ('most people have used my product', 'everyone' as audience). Evidence of traction is highly questionable, technical details are omitted, and the overall submission quality is poor, resulting in a low score fitting for a project with minimal verifiable traction.

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Score Breakdown

Real World Utility+50.0

Audience Reach Impact+5.0

Technical Innovation+22.5

Evidence Of Traction+2.5

Market Timing Relevance+40.0

Functional Completeness+1.25

Subtotal+121.25

Usefulness Multiplierx0.8

Final Score+97

Project Details

Project URL

caddiai.com

Description

Its purpose is simple: to enhance your golf game. A small device that can offer adjusted distances based on your shot conditions, including lie, slope, and wind speed and direction. Set up your golf bag with CaDDi's instructions for distance, swing/shot types, and personal terminology, and you will have a personal golf caddy for life.

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