Round 1 Winners!
Proof of Usefulness Report

Emerald Engine Research Inc.

Analysis completed on 3/9/2026

+14
Proof of Usefulness Score
You're In Business

The submission addresses a highly relevant market need (AI risk mitigation) but suffers from vastly exaggerated and unsupported claims (e.g., claiming an audience reach of 'everyone' and 'most people have used my product'). As a management consultancy lacking custom technology, verifiable scaling metrics, and concrete user data, the project demonstrates minimal actual platform traction. Combined with a small team size and vague financial claims, it falls into the lowest calibration tier.

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Score Breakdown

Real World Utility+5.00
Audience Reach Impact+1.00
Technical Innovation+0.75
Evidence Of Traction+0.63
Market Timing Relevance+6.00
Functional Completeness+0.25
Subtotal+13.63
Usefulness Multiplierx1.02
Final Score+14

Project Details

Description
Emerald Engine is a Canadian based AI consultancy and research firm, focused on identifying and mitigating the risks associated with the commercial implementation of artificial intelligence.

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