Proof of Usefulness Report

Good Lioness

Analysis completed on 2/3/2026

+5
Proof of Usefulness Score
You're In Business

The project 'Good Lioness' appears to be an early-stage concept or test submission with no verifiable digital footprint. The domain 'goodlioness.com' yields no search results or active platform evidence. The submission claims that 'most people have used my product,' which is demonstrably false and signals a lack of seriousness or a placeholder input. The description relies heavily on metaphors rather than technical details. With no evidence of the claimed 'proprietary algorithms,' zero verifiable traction, and unrealistic audience claims, the project scores extremely low on the Proof of Usefulness scale.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+0.00
Technical Innovation+0.75
Evidence Of Traction+0.00
Market Timing Relevance+2.00
Functional Completeness+0.25
Subtotal+5.5
Usefulness Multiplierx0.91
Final Score+5

Project Details

Project URL
www.goodlioness.com
Description
The Good Lioness empowers investors to meet their investment mandates, significantly improving investment outcomes, via increased risk adjusted returns that better match their specified risk profiles, thereby achieving superior outcomes for investors or their clients. Our proven proprietary algorithms are built on rigorous, robust analysis of historical investment performance, spanning numerous decades, over multiple markets. We create more predictable outcomes, reducing the impact of unintended biases that may exist in investment portfolios, increasing transparency and insight around how investments are likely to behave, and optimising opportunities to achieve investment goals. Our solutions can be tailored to suit specific requirements. The Good Lioness hunts down the optimal portfolio choices to meet your goals • She is sleek, cost efficient and agile • She nurtures and safeguards your investment dreams • She is focused, yet patient, reliable, effective, and powerful

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