Proof of Usefulness Report

WaiFinder Limited

Analysis completed on 3/11/2026

-0.84

Proof of Usefulness Score

Lab Mode

The submission identifies a valid problem in AI compliance and roadmapping, but provides entirely unsupported and hyperbolic claims regarding traction ('most people have used my product') and reach ('everyone'). The lack of verifiable metrics, combined with extremely vague technical details, triggers red flags for credibility, resulting in a score below zero.

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Score Breakdown

Real World Utility+2.50

Audience Reach Impact-2.00

Technical Innovation+0.75

Evidence Of Traction-5.00

Market Timing Relevance+3.00

Functional Completeness+0.00

Subtotal-0.75

Usefulness Multiplierx1.12

Final Score-1

Project Details

Project URL

waifinder.uk

Description

WaiFinder creates innovative AI tools designed to help businesses and consultants create strategic roadmaps for AI within their organisations. Whether you’re an independent AI Consultant, Managed Service Provider or Enterprise End-User, WaiFinder has created solutions designed to empower you to deliver AI projects that help organisations achieve adoption, compliance and governance.

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