Round 1 Winners!
Proof of Usefulness Report

Michael Otte

Analysis completed on 3/21/2026

+45.9
Proof of Usefulness Score
You're In Business

The submission points to an academic research laboratory website rather than a commercial product or startup. Submitted metrics such as 'everyone' for audience reach and 'most people have used my product' are statistically invalid, unsubstantiated, and indicate poor response quality. While the underlying field of robotic path planning and multi-agent systems involves high technical innovation, the absence of real-world scalable traction, active users, or valid business metrics results in a negligible proof of usefulness score.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+10.0
Technical Innovation+15.0
Evidence Of Traction+0.0
Market Timing Relevance+5.0
Functional Completeness+0.0
Subtotal+42.5
Usefulness Multiplierx1.08
Final Score+46

Project Details

Project URL
Description
Michael Otte's research page on robotic path planning, distributed multi-agent systems, the design and application of algorithms for artificial intelligence, distributed systems, graph theory, and machine learning.

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