Proof of Usefulness Report

Ai Construct

Analysis completed on 3/6/2026

+3
Proof of Usefulness Score
You're In Business

The submission represents a dormant or dissolved entity (AI Construct Ltd, dissolved in the UK) with verifiable red flags. The claim 'most people have used my product' is demonstrably false. Furthermore, the project name 'DeepShade' appears to be misappropriated from an unrelated Arizona State University research project on urban shade simulation, while the description cites construction robotics. The confusion of 'marketcap' with revenue and the lack of verifiable current activity result in a near-zero score.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+0.5
Functional Completeness+0.25
Subtotal+2.75
Usefulness Multiplierx1.09
Final Score+3

Project Details

Description
AIC_ is a software company from Cambridge, United Kingdom that specialises in the development of artificial intelligence software and advanced robotics for the construction industry.

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