Proof of Usefulness Report

Cel AI Plc.

Analysis completed on 3/12/2026

+14

Proof of Usefulness Score

You're In Business

While personalized AI beauty recommendations represent a valid market opportunity, the submission severely lacks substantive details. The project relies on hyperbolic and unverified claims (e.g., audience reach of 'everyone', 'most people have used my product') while providing no evidence of active users. The vague mention of 'marketcap: 500000' and lack of technical specifics further demonstrate minimal verifiable traction, placing this project in the lowest tier of calibration.

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Score Breakdown

Real World Utility+6.25

Audience Reach Impact+1.00

Technical Innovation+1.50

Evidence Of Traction+1.25

Market Timing Relevance+5.00

Functional Completeness+0.25

Subtotal+15.25

Usefulness Multiplierx0.95

Final Score+14

Project Details

Project URL

getcel.ai

Description

Our advanced AI analyses each customer's unique facial features, skin tone, texture, and concerns to deliver tailored product recommendations and beauty routines. Cel — The future of personalised beauty is here.

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