Proof of Usefulness Report

Brain

Analysis completed on 1/16/2026

+624
Proof of Usefulness Score
Category Standard

Brain Corp is a verified market leader in autonomous mobile robots (AMR) with over 35,000 units deployed and estimated revenue exceeding $100M. While the project demonstrates exceptional real-world utility and traction (backed by SoftBank), the submission itself was of very low quality, containing hyperbolic claims (e.g., 'everyone' as audience) and missing data. The score reflects the high reality of the business, penalized significantly for the poor submission quality and lack of direct evidence provided by the submitter.

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Score Breakdown

Real World Utility+2
Audience Reach Impact+2
Technical Innovation+1
Evidence Of Traction+2
Market Timing Relevance+1
Functional Completeness+0
Subtotal+734
Usefulness Multiplierx0.85
Final Score+624

Project Details

Project URL
Description
Brain Corp is a San Diego-based A.I. company that specializes in the development of self-driving technology. Our BrainOS technology represents the next generation of artificial brains for robots - it enables machines to perceive, learn, and navigate complex environments, while avoiding people and obstacles. We partner with commercial equipment manufacturers, and global consumer electronics brands, to transform their products into self-driving robots.
Audience Reach
everyone
Target Users
everyone
Technologies
Software Development, Neuroscience, Electronics
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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