Proof of Usefulness Report

IOctopus LLC

Analysis completed on 1/24/2026

+136
Proof of Usefulness Score
Gaining Momentum

IOctopus is a functioning cloud-based mind-mapping tool with a unique 'organic' branch rendering style, verified by external reviews and active online presence since 2020. However, the project submission is of very low quality, containing verifiable false claims regarding traction ('most people have used my product') and reach ('everyone'). While the software demonstrates real-world utility for a niche audience, the hyperbolic claims and lack of verifiable growth metrics significantly degrade the score, placing it in the 'Small but promising' category purely due to the existence of a working product.

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Score Breakdown

Real World Utility+62.5
Audience Reach Impact+10.0
Technical Innovation+30.0
Evidence Of Traction+12.5
Market Timing Relevance+40.0
Functional Completeness+5.0
Subtotal+160
Usefulness Multiplierx0.85
Final Score+136

Project Details

Project URL
Description
IOctopus is an organic online mind map service for a dive deep into a flow state.

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