Round 1 Winners!
Proof of Usefulness Report

Danilo McGarry

Analysis completed on 3/11/2026

+21
Proof of Usefulness Score
You're In Business

The submission outlines an AI consultancy and speaking business but is severely undermined by exaggerated, unverified, and low-effort responses. Claims such as 'everyone' as the target audience, 'Internet' as the sole technology, and 'most people have used my product' contradict the realities of a boutique consultancy with a 6-person team. While market timing for AI services is highly relevant, the lack of verifiable metrics and contradictory inputs result in a low overall score well below the calibration baseline.

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Score Breakdown

Real World Utility+6.25
Audience Reach Impact+2.00
Technical Innovation+0.75
Evidence Of Traction+3.75
Market Timing Relevance+7.00
Functional Completeness+0.25
Subtotal+20
Usefulness Multiplierx1.05
Final Score+21

Project Details

Description
AI First Maker (AFM) transforms organisations into AI-first, digitally powered leaders. We deliver measurable growth, efficiency, and market advantage by guiding companies from initial awareness to full-scale AI integration. Our services cover the entire transformation journey: • Keynote speeches to inspire leadership and align vision • Hands-on workshops to build internal capability and accelerate adoption • Strategy consultancy to design a clear AI-led roadmap • Full execution and delivery of transformation projects We operate through a consortium of best-in-class companies, each specialised in critical components of AI and digital transformation — from data engineering, automation, and cloud architecture to AI product design, change management, and governance. This structure ensures we can deliver every element needed to transform any organisation, regardless of size, sector, or maturity level. Led by founder Danilo McGarry, one of the top 20 ranked AI experts globally, AFM has: • Driven valuations from €900 million to €4.9 billion in 4 years • Generated over USD $2 billion in measurable client value • Cut operational costs by up to 50% while creating new revenue streams • Modernised Fortune 500, FTSE 250, and high-growth companies • Advised boards, investors, and governments on AI-driven profitability Our network’s proven impact is backed by international recognition in Financial Times, Bloomberg, The Times, WIRED, and other leading media. Our methodologies are accredited by the PMI, taught in over 100 universities, and trusted by leaders shaping AI policy at the highest levels. AFM is built for leaders who want results, not theory. Whether you need an inspiring keynote to mobilise your organisation, a workshop to upskill teams, a strategic AI plan, or a partner to execute complex transformation projects, we deliver the people, processes, and technology to make it happen. If your goal is to lead in the AI era AFM is the partner that can make that happen.

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