Proof of Usefulness Report

Atago Green

Analysis completed on 3/9/2026

-88

Proof of Usefulness Score

Lab Mode

Atago Green presents as a legitimate management consulting firm, but the submission is filled with extreme red flags and fabricated metrics. Claims such as 'everyone' for audience reach, 'most people have used my product' for a newly launched 6-person B2B consultancy, and a nonsensical '500000 marketcap' severely undermine its credibility. The lack of coherent, verifiable traction and highly dubious response quality result in a sub-zero PoU score.

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Score Breakdown

Real World Utility+37.5

Audience Reach Impact-40.0

Technical Innovation+7.5

Evidence Of Traction-75.0

Market Timing Relevance+10.0

Functional Completeness-20.0

Subtotal-80

Usefulness Multiplierx1.1

Final Score-88

Project Details

Project URL

atago-green.com

Description

We help organisations make change happen - faster, smarter and with lasting impact. Founded by Abby Thomas, an experienced executive with a track record as a CEO, Transformation Director and strategy consultant, we bring practical, Board-level insight to every project. Based on direct experience of working with FTSE 100 organisations and public bodies, we support leadership teams in adapting to new challenges - whether that means launching a new proposition into a competitive market or transforming internally with the help of AI. Our services include: - Proposition evaluation and market entry strategy - AI and digital strategy and transformation - Rapid, sustainable operational change - Organisational design and implementation Sectors in which we have worked include: - Financial Services - Telecommunications - Energy and Utilities - Regulatory - Government

Algorithm Insights

Market Position

Early stage requiring focused development

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