Round 1 Winners!
Proof of Usefulness Report

Aidos Inc.

Analysis completed on 3/22/2026

+8
Proof of Usefulness Score
You're In Business

The submission contains highly contradictory and exaggerated claims, such as stating 'everyone' uses the product and 'most people have used my product', while simultaneously reporting an all-time market cap of only 50,000. Despite operating in the relevant field of AI and tech investing, the lack of verifiable traction, absence of specific technical details, and poor response quality result in a very low PoU score.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.5
Technical Innovation+0.75
Evidence Of Traction+0.625
Market Timing Relevance+4.0
Functional Completeness+0.25
Subtotal+8.625
Usefulness Multiplierx0.95
Final Score+8

Project Details

Project URL
Description
Aidos is an event-driven investor in the growth tech sector. We seek to generate a positive asymmetric risk profile for our clients by identifying high conviction themes like generative AI and robotic process automation. By leveraging data science techniques and a deep understanding of machine learning and human psychology, we are then able to identify and execute on trade ideas that capitalize on these high conviction themes.

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