Proof of Usefulness Report

Harris & Arthur

Analysis completed on 3/10/2026

+73

Proof of Usefulness Score

You're In Business

The submission features highly exaggerated and unsupported claims (e.g., audience reach 'everyone' and traction 'most people have used my product'), combined with contradictory or nonsensical metrics ('all time marketcap: 500000' for a small consulting firm). While the market for AI and LLM consulting is timely and relevant, the lack of verifiable data and poor submission quality result in a very low score.

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Score Breakdown

Real World Utility+25

Audience Reach Impact+5

Technical Innovation+7.5

Evidence Of Traction+2.5

Market Timing Relevance+40

Functional Completeness+1.25

Subtotal+81.25

Usefulness Multiplierx0.9

Final Score+73

Project Details

Project URL

handa.uk

Description

harris & arthur is a consulting firm specializing in bespoke AI, Machine Learning, and automation solutions for SMBs. Current projects: - Leveraging LLMs, intelligence gathering, and novel automation techniques to modernize and empower sales teams to grow results by 10-20x - Making traditional sales development teams obsolete (sorry guys) with targeted custom agents that drive tailored, qualified leads - Bespoke GPTs trained on internal company data to create interactive repositories of institutional knowledge and company collective memory.

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