Proof of Usefulness Report

Cinnamon Search Ltd.

Analysis completed on 1/26/2026

+146
Proof of Usefulness Score
Gaining Momentum

The project 'Cinni AI' presents a concept for AI in fashion ecommerce but suffers from extremely vague technical details ('Internet') and hyperbolic, unverifiable traction claims ('most people have used my product'). The revenue field lists a 'marketcap' of 500,000 rather than actual revenue, suggesting an early-stage valuation or token project rather than a generating business. While the market timing for AI fashion tools is favorable, the lack of evidence, poor response quality, and unrealistic reach claims significantly suppress the score.

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Score Breakdown

Real World Utility+56.25
Audience Reach Impact+10.00
Technical Innovation+7.50
Evidence Of Traction+12.50
Market Timing Relevance+75.00
Functional Completeness+5.00
Subtotal+166.25
Usefulness Multiplierx0.88
Final Score+146

Project Details

Project URL
Description
Cinni AI takes the guesswork out of how to use AI within Fashion Ecommerce. Cinni provides AI product tagging and first of it's kind personalized search and discovery

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