Proof of Usefulness Report

CGL Consulting Co. Ltd.

Analysis completed on 2/14/2026

-13
Proof of Usefulness Score
Lab Mode

The submission contains significant contradictions and 'red flag' data. The project name 'DeepKeeper' bears no relation to the description of 'CGL Consulting Group,' a traditional B2B firm. Claims such as 'most people have used my product' and an audience of 'everyone' are demonstrably false for a niche financial consulting entity. The revenue and team size figures appear fabricated or hallucinated. Due to these data integrity issues and lack of verifiable traction for the claimed project, the score is negative.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction-15.00
Market Timing Relevance+0.50
Functional Completeness+0.00
Subtotal-12
Usefulness Multiplierx1.08
Final Score-13

Project Details

Project URL
thecglgroup.com
Description
The CGL Consulting Group is dedicated to providing financial services firms with a cost effective approach to solving complex operational problems. Whether your firm is planning to overhaul your current operating model or just looking to complete some unfinished projects, The CGL Consulting Group can provide the additional expertise needed to achieve your goals. CGL offers a wide range of services from formal reviews of current processes and procedures to the implementation of new operating models. Our hands on approach to problem solving provides our clients with the means to achieve their operational goals. Our team applies best practices derived from years of experience and exposure to Top Tier Financial Services organizations. Attention to detail and personalized service are the foundation of The CGL Consulting Group.

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