Proof of Usefulness Report

Kaechele Ltd.

Analysis completed on 2/19/2026

+29
Proof of Usefulness Score
You're In Business

Kaechele Ltd. is a verifiable entity (SC835110) incorporated in Scotland in January 2025, specializing in AI consultancy. However, the submission contains significant discrepancies: claiming 'most people have used my product' is demonstrably false for a one-month-old B2B firm, and 'market cap' is likely a mislabeled valuation or authorized capital figure. While the core service (AI leadership/strategy) has high utility and excellent market timing, the lack of verifiable traction, lazy form responses ('everyone'), and hyperbolic claims severely impact the score.

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Score Breakdown

Real World Utility+16.25
Audience Reach Impact+0.50
Technical Innovation+4.50
Evidence Of Traction+0.13
Market Timing Relevance+9.00
Functional Completeness+0.50
Subtotal+30.88
Usefulness Multiplierx0.95
Final Score+29

Project Details

Project URL
kaechele.ai
Description
· MOST BUSINESSES KNOW AI MATTERS · FEW KNOW WHERE TO START · We help founders and executives move from AI curiosity to clarity and action. If AI feels urgent and overwhelming and you’re wondering where it fits, how to move from PoC to production, or whether you’re wasting time on gimmicks, we help you find the signal in the noise. Our team provides independent, hands‑on leadership, delivering strategic audits, rapid prototypes and fractional CTO support, so you focus on real value and ship products, not slide decks. Let’s make AI make sense. Contact us on https://kaechele.ai or visit us at our new office in the Savoy Tower, Glasgow. #AILeadership #AIConsulting #AISolutions #AIStrategy #AITransformation #AI #EnterpriseAI #AIforBusiness #BusinessAI #StrategicConsulting #SmartSolutions #UKBusiness #UKTech © 2025 by Kaechele LTD. All rights reserved. Registered in Scotland, SC835110, 77 Renfrew Street, Glasgow, G2 3BZ, Scotland

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