Proof of Usefulness Report

AIoThings

Analysis completed on 2/11/2026

+88
Proof of Usefulness Score
You're In Business

The project represents a functional IoT/Cloud consulting interface and serverless backend (Node-RED integration verified), but the submission is undermined by hyperbolic claims (audience 'everyone', traction 'most people'). There is no verifiable evidence of mass market adoption to support the claims. The 'marketcap' figure likely refers to self-valuation or cumulative consulting revenue rather than a standard financial metric. The project fits the profile of a small-scale niche tool or service business rather than a high-growth technology product.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+1.0
Technical Innovation+6.75
Evidence Of Traction+1.88
Market Timing Relevance+4.0
Functional Completeness+0.5
Subtotal+24.13
Usefulness Multiplierx0.91
Final Score+88

Project Details

Project URL
aiothings.com
Description
• Provide consulting services to IoT, Cloud, and Machine Learning integration. • Aiothings.com is a reference web application with serverless backend services. + Based on AWS, it provides web interface from creating IoT devices to deploying microservices. • The service takes care of security, users, and IoT devices. + Allows developers to concentrate on their core logic, algorithms, and ML models. • Tools include Vue.js framework (Webpack), AWS Amplify, Serverless, and Node-RED. • JavaScript, Node.js, Python, C++ as programming languages • AWS services in use are AWS IoT, DynamoDB, IAM, Cognito, API Gateway, Lambda, and Rekognition. • Companion mobile apps (iOS/Swift, Android/Kotlin)

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