Proof of Usefulness Report

OUTO

Analysis completed on 2/26/2026

+6
Proof of Usefulness Score
You're In Business

The submission contains critical inconsistencies. The provided URL (outo.co) points to a Southeast Asian travel agency ('Outo'), and the technology tags (Leisure, Travel) match this. However, the project description describes an 'autonomous vehicle logistics' company founded in 2018, which appears to be a copy-paste error or a mismatch with a different entity. Additionally, the traction claim 'most people have used my product' is demonstrably false, and the financial metric 'marketcap: 50000' is incoherent for a team of 30. Due to these red flags and the fundamental identity mismatch, the project cannot be evaluated as a coherent submission.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+1
Technical Innovation+0.75
Evidence Of Traction+0
Market Timing Relevance+1.5
Functional Completeness+0
Subtotal+5.75
Usefulness Multiplierx1.04
Final Score+6

Project Details

Project URL
outo.co
Description
The company was founded in 2018 to automate movements of autonomous vehicles in the logistics process. The inspiration came from our co-founders who saw the laborious process of driving vehicles in ports, vessels, and factories can be one day replaced by capabilities of autonomous vehicles. A vehicle is driven at least 26 times during the logistics process and believes that the huge labor and logistics cost can be solved with advent of vehicle autonomy and connectivity. He recruited teams of tech entrepreneurs, programmers, and IoT talents to develop an infrastructure system with sensors and AI scheduler. In the autonomous vehicle world, OUTO will be the leader of the fleet management software system coordinating vehicles, surrounding infrastructure, and movement.

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