Proof of Usefulness Report

Draig AI Ltd.

Analysis completed on 3/7/2026

+25
Proof of Usefulness Score
You're In Business

The submission for Draig AI Ltd presents significant red flags regarding credibility and accuracy. While a legal entity 'DRAIG.AI LTD' exists in the UK (incorporated recently), the submission claims 'most people have used my product,' which is demonstrably false for a new, small-scale entity. The revenue field cites 'marketcap,' suggesting a potential confusion with crypto metrics or a misunderstanding of business fundamentals. The description is cut off, and the reach is vaguely stated as 'everyone.' The project appears to be an early-stage AI wrapper or agency with minimal verifiable traction, heavily penalized for hyperbolic claims and low-quality submission data.

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Score Breakdown

Real World Utility+7.5
Audience Reach Impact+1.0
Technical Innovation+2.25
Evidence Of Traction+1.25
Market Timing Relevance+8.0
Functional Completeness+1.0
Subtotal+21
Usefulness Multiplierx1.19
Final Score+25

Project Details

Project URL
Description
Bespoke AI Agents We specialise in cutting-edge chatbot solutions designed to streamline communication and enhance customer satisfaction. Hi there! Welcome to d

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