Proof of Usefulness Report

Zoi Labs Ltd.

Analysis completed on 3/8/2026

+57

Proof of Usefulness Score

You're In Business

Zoi Labs Ltd. appears to be a legitimate, early-stage boutique AI consultancy based in London, offering clearly defined services for the coaching industry (e.g., 'AI Opportunity Workshop', 'Prototype Sprint'). However, the project submission contains significant red flags and placeholder data—specifically the project name 'IronShade', the audience claim 'everyone', and the traction claim 'most people have used my product', which are patently false. While the core business model of productizing coaching services via AI (Utility) is strong and timely, the submission's low quality and unreliable metrics heavily penalize the score. External verification confirms the existence of Zoi Labs as a niche agency, but it does not support the exaggerated reach or traction claims provided in the input.

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Score Breakdown

Real World Utility+25.50

Audience Reach Impact+4.00

Technical Innovation+9.75

Evidence Of Traction+3.75

Market Timing Relevance+8.50

Functional Completeness+0.50

Subtotal+52

Usefulness Multiplierx1.09

Final Score+57

Project Details

Project URL

zoilabs.com

Description

Zoi Labs transforms London-based coaching expertise into AI-powered products that teach, support and sell around the clock. We partner exclusively with executive-leadership, CPD-accredited and health & wellness coaches who serve 25-200 learners at a time. WHAT MAKES US DIFFERENT • 24/7 personalisation – AI practice-rooms give every learner instant feedback on role-plays, presentations and soft-skills. • Always-on revenue – adaptive e-learning paths convert your slide deck into a product that earns long after the workshop ends. • Client loyalty – companion bots nudge habit change, log progress and surface red flags for you to act on. HOW WE DO IT 1. Free AI Potential Call – a 20-min diagnosis with next-step checklist. 2. AI Opportunity Workshop – half-day mapping session that reveals your top three quick wins. 3. Prototype Sprint – two-week build of a working demo ready for user testing. 4. Production Build & Launch – full solution, admin dashboard and 30-day hyper-care. Based in London, serving a limited cohort of coaches in 2025. Book your free AI Potential Call or email hello@zoilabs.com to reserve a slot.

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