Proof of Usefulness Report

Whitearch

Analysis completed on 2/18/2026

+22
Proof of Usefulness Score
You're In Business

The project 'Whitearch' presents itself as a London-based AI consultancy but lacks any verifiable digital footprint or market presence. The submission contains significant red flags, including the demonstrably false traction claim that 'most people have used my product' and the misuse of financial terminology ('marketcap' instead of revenue). While the service concept (B2B LLM integration) is relevant to the current market, the lack of evidence, realistic metrics, or a professional online presence results in a minimal score.

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Score Breakdown

Real World Utility+8.00
Audience Reach Impact+0.50
Technical Innovation+3.60
Evidence Of Traction+0.63
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+20.98
Usefulness Multiplierx1.05
Final Score+22

Project Details

Project URL
Description
London-based AI-Agent and LLM Consultant. At WhiteArch, our focus is to bring a Large Language Model framework to businesses so they can host and deploy their choice of LLM quickly and integrate powerful chatbots for internal business use. We can scope out the hardware requirements and train staff on how to maintain the system or we can offer service contracts to look after the systems.

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