Proof of Usefulness Report

Caye Technology

Analysis completed on 2/14/2026

+425
Proof of Usefulness Score
Certified Problem Solver

Project is a verified high-growth hardware startup (Caye Technology) with significant VC backing (~$14M Series A) and a manufacturing facility in Suzhou (10k+ unit capacity). While the submission input was low-quality (hyperbolic claims like 'everyone', ambiguous revenue data), external search confirms strong real-world utility, nearly 200 patents, and international distribution partners. The 'Smart X' series is a legitimate commercial product. The score reflects high technical merit and traction, adjusted downward for the poor quality of the submission data.

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Score Breakdown

Real World Utility+110.0
Audience Reach Impact+82.5
Technical Innovation+128.8
Evidence Of Traction+102.0
Market Timing Relevance+85.0
Functional Completeness+10.0
Subtotal+433
Usefulness Multiplierx0.98
Final Score+425

Project Details

Project URL
Description
As the tech-driven coffee equipment commany, we bring proprietary brewing technology to high-performance, fully automatic coffee machines, managing everything from R&D to production and sales, with backing from top-tier venture capital. With cutting-edge R&D and nearly 200 patents, we ensure innovation and quality in every machine. Our Smart X Series delivers top-tier, freshly ground coffee for commercial settings. Our products are sold in 50+ countries, supporting businesses worldwide with advanced coffee solutions. With a modern Suzhou factory and collaborative partner facilities, CAYE can produce over 10,000 units annually.

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