Proof of Usefulness Report

EyeCloud

Analysis completed on 2/25/2026

+44
Proof of Usefulness Score
You're In Business

EyeCloud.AI is a verifiable hardware entity (raised ~$3M Seed in 2018, successful Kickstarters), but the submission contains critical inaccuracies. The claim that 'most people have used my product' is false for a niche developer tool, and the revenue data ('marketcap: 500000') contradicts the company's funding history and team size claims. The discrepancy between the project's legitimate history and the submission's poor quality/exaggerations heavily penalizes the score.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+3.0
Technical Innovation+10.5
Evidence Of Traction+6.25
Market Timing Relevance+7.0
Functional Completeness+0.5
Subtotal+42.25
Usefulness Multiplierx1.05
Final Score+44

Project Details

Project URL
Description
EyeCloud.AI is a leading supplier of open AI vision solutions. We help vision developers overcome the integration and production challenges of delivering edge-AI vision products through our expertise in advanced hardware production, embedded software, and IoT management services.

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